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ORCIDBibTeX records: Karl Tuyls
@article{DBLP:journals/corr/abs-2402-01704,
author = {Ian Gemp and
Yoram Bachrach and
Marc Lanctot and
Roma Patel and
Vibhavari Dasagi and
Luke Marris and
Georgios Piliouras and
Siqi Liu and
Karl Tuyls},
title = {States as Strings as Strategies: Steering Language Models with Game-Theoretic
Solvers},
journal = {CoRR},
volume = {abs/2402.01704},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01704},
doi = {10.48550/ARXIV.2402.01704},
eprinttype = {arXiv},
eprint = {2402.01704},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01704.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-04018,
author = {Michael P. Wellman and
Karl Tuyls and
Amy Greenwald},
title = {Empirical Game-Theoretic Analysis: {A} Survey},
journal = {CoRR},
volume = {abs/2403.04018},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.04018},
doi = {10.48550/ARXIV.2403.04018},
eprinttype = {arXiv},
eprint = {2403.04018},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-04018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/Tuyls23,
author = {Karl Tuyls},
editor = {Noa Agmon and
Bo An and
Alessandro Ricci and
William Yeoh},
title = {Multiagent Learning: From Fundamentals to Foundation Models},
booktitle = {Proceedings of the 2023 International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May
2023 - 2 June 2023},
pages = {1},
publisher = {{ACM}},
year = {2023},
url = {https://dl.acm.org/doi/10.5555/3545946.3598608},
doi = {10.5555/3545946.3598608},
timestamp = {Tue, 23 May 2023 14:27:14 +0200},
biburl = {https://dblp.org/rec/conf/atal/Tuyls23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BauerBBBBCCCDGG23,
author = {Jakob Bauer and
Kate Baumli and
Feryal M. P. Behbahani and
Avishkar Bhoopchand and
Nathalie Bradley{-}Schmieg and
Michael Chang and
Natalie Clay and
Adrian Collister and
Vibhavari Dasagi and
Lucy Gonzalez and
Karol Gregor and
Edward Hughes and
Sheleem Kashem and
Maria Loks{-}Thompson and
Hannah Openshaw and
Jack Parker{-}Holder and
Shreya Pathak and
Nicolas Perez Nieves and
Nemanja Rakicevic and
Tim Rockt{\"{a}}schel and
Yannick Schroecker and
Satinder Singh and
Jakub Sygnowski and
Karl Tuyls and
Sarah York and
Alexander Zacherl and
Lei M. Zhang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Human-Timescale Adaptation in an Open-Ended Task Space},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {1887--1935},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/bauer23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/BauerBBBBCCCDGG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-04462,
author = {Mark Rowland and
R{\'{e}}mi Munos and
Mohammad Gheshlaghi Azar and
Yunhao Tang and
Georg Ostrovski and
Anna Harutyunyan and
Karl Tuyls and
Marc G. Bellemare and
Will Dabney},
title = {An Analysis of Quantile Temporal-Difference Learning},
journal = {CoRR},
volume = {abs/2301.04462},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.04462},
doi = {10.48550/ARXIV.2301.04462},
eprinttype = {arXiv},
eprint = {2301.04462},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-04462.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-07608,
author = {Adaptive Agent Team and
Jakob Bauer and
Kate Baumli and
Satinder Baveja and
Feryal M. P. Behbahani and
Avishkar Bhoopchand and
Nathalie Bradley{-}Schmieg and
Michael Chang and
Natalie Clay and
Adrian Collister and
Vibhavari Dasagi and
Lucy Gonzalez and
Karol Gregor and
Edward Hughes and
Sheleem Kashem and
Maria Loks{-}Thompson and
Hannah Openshaw and
Jack Parker{-}Holder and
Shreya Pathak and
Nicolas Perez Nieves and
Nemanja Rakicevic and
Tim Rockt{\"{a}}schel and
Yannick Schroecker and
Jakub Sygnowski and
Karl Tuyls and
Sarah York and
Alexander Zacherl and
Lei Zhang},
title = {Human-Timescale Adaptation in an Open-Ended Task Space},
journal = {CoRR},
volume = {abs/2301.07608},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.07608},
doi = {10.48550/ARXIV.2301.07608},
eprinttype = {arXiv},
eprint = {2301.07608},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-07608.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-00768,
author = {Udari Madhushani and
Kevin R. McKee and
John P. Agapiou and
Joel Z. Leibo and
Richard Everett and
Thomas W. Anthony and
Edward Hughes and
Karl Tuyls and
Edgar A. Du{\'{e}}{\~{n}}ez{-}Guzm{\'{a}}n},
title = {Heterogeneous Social Value Orientation Leads to Meaningful Diversity
in Sequential Social Dilemmas},
journal = {CoRR},
volume = {abs/2305.00768},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.00768},
doi = {10.48550/ARXIV.2305.00768},
eprinttype = {arXiv},
eprint = {2305.00768},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-00768.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-10553,
author = {Zhe Wang and
Petar Velickovic and
Daniel Hennes and
Nenad Tomasev and
Laurel Prince and
Michael Kaisers and
Yoram Bachrach and
Romuald Elie and
Li Kevin Wenliang and
Federico Piccinini and
William Spearman and
Ian Graham and
Jerome T. Connor and
Yi Yang and
Adri{\`{a}} Recasens and
Mina Khan and
Nathalie Beauguerlange and
Pablo Sprechmann and
Pol Moreno and
Nicolas Heess and
Michael Bowling and
Demis Hassabis and
Karl Tuyls},
title = {TacticAI: an {AI} assistant for football tactics},
journal = {CoRR},
volume = {abs/2310.10553},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.10553},
doi = {10.48550/ARXIV.2310.10553},
eprinttype = {arXiv},
eprint = {2310.10553},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-10553.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14526,
author = {Yunfan Zhao and
Nikhil Behari and
Edward Hughes and
Edwin Zhang and
Dheeraj Nagaraj and
Karl Tuyls and
Aparna Taneja and
Milind Tambe},
title = {Towards Zero Shot Learning in Restless Multi-armed Bandits},
journal = {CoRR},
volume = {abs/2310.14526},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.14526},
doi = {10.48550/ARXIV.2310.14526},
eprinttype = {arXiv},
eprint = {2310.14526},
timestamp = {Mon, 30 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-14526.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aicom/GempABBBCDVDEEH22,
author = {Ian Gemp and
Thomas W. Anthony and
Yoram Bachrach and
Avishkar Bhoopchand and
Kalesha Bullard and
Jerome T. Connor and
Vibhavari Dasagi and
Bart De Vylder and
Edgar A. Du{\'{e}}{\~{n}}ez{-}Guzm{\'{a}}n and
Romuald Elie and
Richard Everett and
Daniel Hennes and
Edward Hughes and
Mina Khan and
Marc Lanctot and
Kate Larson and
Guy Lever and
Siqi Liu and
Luke Marris and
Kevin R. McKee and
Paul Muller and
Julien P{\'{e}}rolat and
Florian Strub and
Andrea Tacchetti and
Eugene Tarassov and
Zhe Wang and
Karl Tuyls},
title = {Developing, evaluating and scaling learning agents in multi-agent
environments},
journal = {{AI} Commun.},
volume = {35},
number = {4},
pages = {271--284},
year = {2022},
url = {https://doi.org/10.3233/AIC-220113},
doi = {10.3233/AIC-220113},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aicom/GempABBBCDVDEEH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/PiliourasROEHCT22,
author = {Georgios Piliouras and
Mark Rowland and
Shayegan Omidshafiei and
Romuald Elie and
Daniel Hennes and
Jerome T. Connor and
Karl Tuyls},
title = {Evolutionary Dynamics and Phi-Regret Minimization in Games},
journal = {J. Artif. Intell. Res.},
volume = {74},
pages = {1125--1158},
year = {2022},
url = {https://doi.org/10.1613/jair.1.13187},
doi = {10.1613/JAIR.1.13187},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/PiliourasROEHCT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scirobotics/LiuLWMEHCTOASHM22,
author = {Siqi Liu and
Guy Lever and
Zhe Wang and
Josh Merel and
S. M. Ali Eslami and
Daniel Hennes and
Wojciech M. Czarnecki and
Yuval Tassa and
Shayegan Omidshafiei and
Abbas Abdolmaleki and
Noah Y. Siegel and
Leonard Hasenclever and
Luke Marris and
Saran Tunyasuvunakool and
H. Francis Song and
Markus Wulfmeier and
Paul Muller and
Tuomas Haarnoja and
Brendan D. Tracey and
Karl Tuyls and
Thore Graepel and
Nicolas Heess},
title = {From motor control to team play in simulated humanoid football},
journal = {Sci. Robotics},
volume = {7},
number = {69},
year = {2022},
url = {https://doi.org/10.1126/scirobotics.abo0235},
doi = {10.1126/SCIROBOTICS.ABO0235},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scirobotics/LiuLWMEHCTOASHM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/MullerREPPLMPT22,
author = {Paul Muller and
Mark Rowland and
Romuald Elie and
Georgios Piliouras and
Julien P{\'{e}}rolat and
Mathieu Lauri{\`{e}}re and
Rapha{\"{e}}l Marinier and
Olivier Pietquin and
Karl Tuyls},
editor = {Piotr Faliszewski and
Viviana Mascardi and
Catherine Pelachaud and
Matthew E. Taylor},
title = {Learning Equilibria in Mean-Field Games: Introducing Mean-Field {PSRO}},
booktitle = {21st International Conference on Autonomous Agents and Multiagent
Systems, {AAMAS} 2022, Auckland, New Zealand, May 9-13, 2022},
pages = {926--934},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
{(IFAAMAS)}},
year = {2022},
url = {https://www.ifaamas.org/Proceedings/aamas2022/pdfs/p926.pdf},
doi = {10.5555/3535850.3535954},
timestamp = {Mon, 18 Jul 2022 17:13:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/MullerREPPLMPT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/PerolatPELPGTP22,
author = {Julien P{\'{e}}rolat and
Sarah Perrin and
Romuald Elie and
Mathieu Lauri{\`{e}}re and
Georgios Piliouras and
Matthieu Geist and
Karl Tuyls and
Olivier Pietquin},
editor = {Piotr Faliszewski and
Viviana Mascardi and
Catherine Pelachaud and
Matthew E. Taylor},
title = {Scaling Mean Field Games by Online Mirror Descent},
booktitle = {21st International Conference on Autonomous Agents and Multiagent
Systems, {AAMAS} 2022, Auckland, New Zealand, May 9-13, 2022},
pages = {1028--1037},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
{(IFAAMAS)}},
year = {2022},
url = {https://www.ifaamas.org/Proceedings/aamas2022/pdfs/p1028.pdf},
doi = {10.5555/3535850.3535965},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/PerolatPELPGTP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MarrisG0TLT22,
author = {Luke Marris and
Ian Gemp and
Thomas Anthony and
Andrea Tacchetti and
Siqi Liu and
Karl Tuyls},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Turbocharging Solution Concepts: Solving NEs, CEs and CCEs with Neural
Equilibrium Solvers},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/24f420aa4c99642dbb9aae18b166bbbc-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MarrisG0TLT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/ButterworthST22,
author = {James Butterworth and
Rahul Savani and
Karl Tuyls},
editor = {G{\"{u}}nter Rudolph and
Anna V. Kononova and
Hern{\'{a}}n E. Aguirre and
Pascal Kerschke and
Gabriela Ochoa and
Tea Tusar},
title = {Generative Models over Neural Controllers for Transfer Learning},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XVII} - 17th International
Conference, {PPSN} 2022, Dortmund, Germany, September 10-14, 2022,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13398},
pages = {400--413},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14714-2\_28},
doi = {10.1007/978-3-031-14714-2\_28},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/ButterworthST22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-15378,
author = {Julien P{\'{e}}rolat and
Bart De Vylder and
Daniel Hennes and
Eugene Tarassov and
Florian Strub and
Vincent de Boer and
Paul Muller and
Jerome T. Connor and
Neil Burch and
Thomas W. Anthony and
Stephen McAleer and
Romuald Elie and
Sarah H. Cen and
Zhe Wang and
Audrunas Gruslys and
Aleksandra Malysheva and
Mina Khan and
Sherjil Ozair and
Finbarr Timbers and
Toby Pohlen and
Tom Eccles and
Mark Rowland and
Marc Lanctot and
Jean{-}Baptiste Lespiau and
Bilal Piot and
Shayegan Omidshafiei and
Edward Lockhart and
Laurent Sifre and
Nathalie Beauguerlange and
R{\'{e}}mi Munos and
David Silver and
Satinder Singh and
Demis Hassabis and
Karl Tuyls},
title = {Mastering the Game of Stratego with Model-Free Multiagent Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2206.15378},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.15378},
doi = {10.48550/ARXIV.2206.15378},
eprinttype = {arXiv},
eprint = {2206.15378},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-15378.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-10138,
author = {Paul Muller and
Romuald Elie and
Mark Rowland and
Mathieu Lauri{\`{e}}re and
Julien P{\'{e}}rolat and
Sarah Perrin and
Matthieu Geist and
Georgios Piliouras and
Olivier Pietquin and
Karl Tuyls},
title = {Learning Correlated Equilibria in Mean-Field Games},
journal = {CoRR},
volume = {abs/2208.10138},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.10138},
doi = {10.48550/ARXIV.2208.10138},
eprinttype = {arXiv},
eprint = {2208.10138},
timestamp = {Mon, 29 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-10138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-10958,
author = {Ian Gemp and
Thomas W. Anthony and
Yoram Bachrach and
Avishkar Bhoopchand and
Kalesha Bullard and
Jerome T. Connor and
Vibhavari Dasagi and
Bart De Vylder and
Edgar A. Du{\'{e}}{\~{n}}ez{-}Guzm{\'{a}}n and
Romuald Elie and
Richard Everett and
Daniel Hennes and
Edward Hughes and
Mina Khan and
Marc Lanctot and
Kate Larson and
Guy Lever and
Siqi Liu and
Luke Marris and
Kevin R. McKee and
Paul Muller and
Julien P{\'{e}}rolat and
Florian Strub and
Andrea Tacchetti and
Eugene Tarassov and
Zhe Wang and
Karl Tuyls},
title = {Developing, Evaluating and Scaling Learning Agents in Multi-Agent
Environments},
journal = {CoRR},
volume = {abs/2209.10958},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.10958},
doi = {10.48550/ARXIV.2209.10958},
eprinttype = {arXiv},
eprint = {2209.10958},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-10958.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-02205,
author = {Luke Marris and
Marc Lanctot and
Ian Gemp and
Shayegan Omidshafiei and
Stephen McAleer and
Jerome T. Connor and
Karl Tuyls and
Thore Graepel},
title = {Game Theoretic Rating in N-player general-sum games with Equilibria},
journal = {CoRR},
volume = {abs/2210.02205},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.02205},
doi = {10.48550/ARXIV.2210.02205},
eprinttype = {arXiv},
eprint = {2210.02205},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-02205.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-09257,
author = {Luke Marris and
Ian Gemp and
Thomas W. Anthony and
Andrea Tacchetti and
Siqi Liu and
Karl Tuyls},
title = {Turbocharging Solution Concepts: Solving NEs, CEs and CCEs with Neural
Equilibrium Solvers},
journal = {CoRR},
volume = {abs/2210.09257},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.09257},
doi = {10.48550/ARXIV.2210.09257},
eprinttype = {arXiv},
eprint = {2210.09257},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-09257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/TuylsOMWCHGSWSL21,
author = {Karl Tuyls and
Shayegan Omidshafiei and
Paul Muller and
Zhe Wang and
Jerome T. Connor and
Daniel Hennes and
Ian Graham and
William Spearman and
Tim Waskett and
Dafydd Steele and
Pauline Luc and
Adri{\`{a}} Recasens and
Alexandre Galashov and
Gregory Thornton and
Romuald Elie and
Pablo Sprechmann and
Pol Moreno and
Kris Cao and
Marta Garnelo and
Praneet Dutta and
Michal Valko and
Nicolas Heess and
Alex Bridgland and
Julien P{\'{e}}rolat and
Bart De Vylder and
S. M. Ali Eslami and
Mark Rowland and
Andrew Jaegle and
R{\'{e}}mi Munos and
Trevor Back and
Razia Ahamed and
Simon Bouton and
Nathalie Beauguerlange and
Jackson Broshear and
Thore Graepel and
Demis Hassabis},
title = {Game Plan: What {AI} can do for Football, and What Football can do
for {AI}},
journal = {J. Artif. Intell. Res.},
volume = {71},
pages = {41--88},
year = {2021},
url = {https://doi.org/10.1613/jair.1.12505},
doi = {10.1613/JAIR.1.12505},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/TuylsOMWCHGSWSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MarrisMLTG21,
author = {Luke Marris and
Paul Muller and
Marc Lanctot and
Karl Tuyls and
Thore Graepel},
editor = {Marina Meila and
Tong Zhang},
title = {Multi-Agent Training beyond Zero-Sum with Correlated Equilibrium Meta-Solvers},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7480--7491},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/marris21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MarrisMLTG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PerolatMLOROBAB21,
author = {Julien P{\'{e}}rolat and
R{\'{e}}mi Munos and
Jean{-}Baptiste Lespiau and
Shayegan Omidshafiei and
Mark Rowland and
Pedro A. Ortega and
Neil Burch and
Thomas W. Anthony and
David Balduzzi and
Bart De Vylder and
Georgios Piliouras and
Marc Lanctot and
Karl Tuyls},
editor = {Marina Meila and
Tong Zhang},
title = {From Poincar{\'{e}} Recurrence to Convergence in Imperfect Information
Games: Finding Equilibrium via Regularization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8525--8535},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/perolat21a.html},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PerolatMLOROBAB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00623,
author = {Julien P{\'{e}}rolat and
Sarah Perrin and
Romuald Elie and
Mathieu Lauri{\`{e}}re and
Georgios Piliouras and
Matthieu Geist and
Karl Tuyls and
Olivier Pietquin},
title = {Scaling up Mean Field Games with Online Mirror Descent},
journal = {CoRR},
volume = {abs/2103.00623},
year = {2021},
url = {https://arxiv.org/abs/2103.00623},
eprinttype = {arXiv},
eprint = {2103.00623},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-00623.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-12196,
author = {Siqi Liu and
Guy Lever and
Zhe Wang and
Josh Merel and
S. M. Ali Eslami and
Daniel Hennes and
Wojciech M. Czarnecki and
Yuval Tassa and
Shayegan Omidshafiei and
Abbas Abdolmaleki and
Noah Y. Siegel and
Leonard Hasenclever and
Luke Marris and
Saran Tunyasuvunakool and
H. Francis Song and
Markus Wulfmeier and
Paul Muller and
Tuomas Haarnoja and
Brendan D. Tracey and
Karl Tuyls and
Thore Graepel and
Nicolas Heess},
title = {From Motor Control to Team Play in Simulated Humanoid Football},
journal = {CoRR},
volume = {abs/2105.12196},
year = {2021},
url = {https://arxiv.org/abs/2105.12196},
eprinttype = {arXiv},
eprint = {2105.12196},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-12196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04219,
author = {Shayegan Omidshafiei and
Daniel Hennes and
Marta Garnelo and
Eugene Tarassov and
Zhe Wang and
Romuald Elie and
Jerome T. Connor and
Paul Muller and
Ian Graham and
William Spearman and
Karl Tuyls},
title = {Time-series Imputation of Temporally-occluded Multiagent Trajectories},
journal = {CoRR},
volume = {abs/2106.04219},
year = {2021},
url = {https://arxiv.org/abs/2106.04219},
eprinttype = {arXiv},
eprint = {2106.04219},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04219.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09435,
author = {Luke Marris and
Paul Muller and
Marc Lanctot and
Karl Tuyls and
Thore Graepel},
title = {Multi-Agent Training beyond Zero-Sum with Correlated Equilibrium Meta-Solvers},
journal = {CoRR},
volume = {abs/2106.09435},
year = {2021},
url = {https://arxiv.org/abs/2106.09435},
eprinttype = {arXiv},
eprint = {2106.09435},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09435.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-14668,
author = {Georgios Piliouras and
Mark Rowland and
Shayegan Omidshafiei and
Romuald Elie and
Daniel Hennes and
Jerome T. Connor and
Karl Tuyls},
title = {Evolutionary Dynamics and {\(\Phi\)}-Regret Minimization in Games},
journal = {CoRR},
volume = {abs/2106.14668},
year = {2021},
url = {https://arxiv.org/abs/2106.14668},
eprinttype = {arXiv},
eprint = {2106.14668},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-14668.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-11404,
author = {Edgar A. Du{\'{e}}{\~{n}}ez{-}Guzm{\'{a}}n and
Kevin R. McKee and
Yiran Mao and
Ben Coppin and
Silvia Chiappa and
Alexander Sasha Vezhnevets and
Michiel A. Bakker and
Yoram Bachrach and
Suzanne Sadedin and
William Isaac and
Karl Tuyls and
Joel Z. Leibo},
title = {Statistical discrimination in learning agents},
journal = {CoRR},
volume = {abs/2110.11404},
year = {2021},
url = {https://arxiv.org/abs/2110.11404},
eprinttype = {arXiv},
eprint = {2110.11404},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-11404.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-08350,
author = {Paul Muller and
Mark Rowland and
Romuald Elie and
Georgios Piliouras and
Julien P{\'{e}}rolat and
Mathieu Lauri{\`{e}}re and
Rapha{\"{e}}l Marinier and
Olivier Pietquin and
Karl Tuyls},
title = {Learning Equilibria in Mean-Field Games: Introducing Mean-Field {PSRO}},
journal = {CoRR},
volume = {abs/2111.08350},
year = {2021},
url = {https://arxiv.org/abs/2111.08350},
eprinttype = {arXiv},
eprint = {2111.08350},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-08350.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aamas/TuylsPLHELSG20,
author = {Karl Tuyls and
Julien P{\'{e}}rolat and
Marc Lanctot and
Edward Hughes and
Richard Everett and
Joel Z. Leibo and
Csaba Szepesv{\'{a}}ri and
Thore Graepel},
title = {Bounds and dynamics for empirical game theoretic analysis},
journal = {Auton. Agents Multi Agent Syst.},
volume = {34},
number = {1},
pages = {7},
year = {2020},
url = {https://doi.org/10.1007/s10458-019-09432-y},
doi = {10.1007/S10458-019-09432-Y},
timestamp = {Fri, 09 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aamas/TuylsPLHELSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/HennesMOMPLGLPD20,
author = {Daniel Hennes and
Dustin Morrill and
Shayegan Omidshafiei and
R{\'{e}}mi Munos and
Julien P{\'{e}}rolat and
Marc Lanctot and
Audrunas Gruslys and
Jean{-}Baptiste Lespiau and
Paavo Parmas and
Edgar A. Du{\'{e}}{\~{n}}ez{-}Guzm{\'{a}}n and
Karl Tuyls},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Bo An and
Neil Yorke{-}Smith},
title = {Neural Replicator Dynamics: Multiagent Learning via Hedging Policy
Gradients},
booktitle = {Proceedings of the 19th International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} '20, Auckland, New Zealand, May 9-13,
2020},
pages = {492--501},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2020},
url = {https://dl.acm.org/doi/10.5555/3398761.3398822},
doi = {10.5555/3398761.3398822},
timestamp = {Tue, 26 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/HennesMOMPLGLPD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/PalmerSSTFF20,
author = {Gregory Palmer and
Benjamin Schnieders and
Rahul Savani and
Karl Tuyls and
Joscha{-}David Fossel and
Harry Flore},
editor = {Giuseppe De Giacomo and
Alejandro Catal{\'{a}} and
Bistra Dilkina and
Michela Milano and
Sen{\'{e}}n Barro and
Alberto Bugar{\'{\i}}n and
J{\'{e}}r{\^{o}}me Lang},
title = {The Automated Inspection of Opaque Liquid Vaccines},
booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence,
29 August-8 September 2020, Santiago de Compostela, Spain, August
29 - September 8, 2020 - Including 10th Conference on Prestigious
Applications of Artificial Intelligence {(PAIS} 2020)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {325},
pages = {1898--1905},
publisher = {{IOS} Press},
year = {2020},
url = {https://doi.org/10.3233/FAIA200307},
doi = {10.3233/FAIA200307},
timestamp = {Fri, 09 Apr 2021 18:50:05 +0200},
biburl = {https://dblp.org/rec/conf/ecai/PalmerSSTFF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MullerORTPLHMLH20,
author = {Paul Muller and
Shayegan Omidshafiei and
Mark Rowland and
Karl Tuyls and
Julien P{\'{e}}rolat and
Siqi Liu and
Daniel Hennes and
Luke Marris and
Marc Lanctot and
Edward Hughes and
Zhe Wang and
Guy Lever and
Nicolas Heess and
Thore Graepel and
R{\'{e}}mi Munos},
title = {A Generalized Training Approach for Multiagent Learning},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=Bkl5kxrKDr},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MullerORTPLHMLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MunosPLRVLTHOGA20,
author = {R{\'{e}}mi Munos and
Julien P{\'{e}}rolat and
Jean{-}Baptiste Lespiau and
Mark Rowland and
Bart De Vylder and
Marc Lanctot and
Finbarr Timbers and
Daniel Hennes and
Shayegan Omidshafiei and
Audrunas Gruslys and
Mohammad Gheshlaghi Azar and
Edward Lockhart and
Karl Tuyls},
title = {Fast computation of Nash Equilibria in Imperfect Information Games},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7119--7129},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/munos20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MunosPLRVLTHOGA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CzarneckiGTTOBJ20,
author = {Wojciech M. Czarnecki and
Gauthier Gidel and
Brendan D. Tracey and
Karl Tuyls and
Shayegan Omidshafiei and
David Balduzzi and
Max Jaderberg},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Real World Games Look Like Spinning Tops},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/ca172e964907a97d5ebd876bfdd4adbd-Abstract.html},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/CzarneckiGTTOBJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08456,
author = {Julien P{\'{e}}rolat and
R{\'{e}}mi Munos and
Jean{-}Baptiste Lespiau and
Shayegan Omidshafiei and
Mark Rowland and
Pedro A. Ortega and
Neil Burch and
Thomas W. Anthony and
David Balduzzi and
Bart De Vylder and
Georgios Piliouras and
Marc Lanctot and
Karl Tuyls},
title = {From Poincar{\'{e}} Recurrence to Convergence in Imperfect Information
Games: Finding Equilibrium via Regularization},
journal = {CoRR},
volume = {abs/2002.08456},
year = {2020},
url = {https://arxiv.org/abs/2002.08456},
eprinttype = {arXiv},
eprint = {2002.08456},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08456.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09406,
author = {Gregory Palmer and
Benjamin Schnieders and
Rahul Savani and
Karl Tuyls and
Joscha{-}David Fossel and
Harry Flore},
title = {The Automated Inspection of Opaque Liquid Vaccines},
journal = {CoRR},
volume = {abs/2002.09406},
year = {2020},
url = {https://arxiv.org/abs/2002.09406},
eprinttype = {arXiv},
eprint = {2002.09406},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09406.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-09468,
author = {Wojciech Marian Czarnecki and
Gauthier Gidel and
Brendan D. Tracey and
Karl Tuyls and
Shayegan Omidshafiei and
David Balduzzi and
Max Jaderberg},
title = {Real World Games Look Like Spinning Tops},
journal = {CoRR},
volume = {abs/2004.09468},
year = {2020},
url = {https://arxiv.org/abs/2004.09468},
eprinttype = {arXiv},
eprint = {2004.09468},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-09468.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-01642,
author = {Shayegan Omidshafiei and
Karl Tuyls and
Wojciech M. Czarnecki and
Francisco C. Santos and
Mark Rowland and
Jerome T. Connor and
Daniel Hennes and
Paul Muller and
Julien P{\'{e}}rolat and
Bart De Vylder and
Audrunas Gruslys and
R{\'{e}}mi Munos},
title = {Navigating the Landscape of Games},
journal = {CoRR},
volume = {abs/2005.01642},
year = {2020},
url = {https://arxiv.org/abs/2005.01642},
eprinttype = {arXiv},
eprint = {2005.01642},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-01642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-12234,
author = {Audrunas Gruslys and
Marc Lanctot and
R{\'{e}}mi Munos and
Finbarr Timbers and
Martin Schmid and
Julien P{\'{e}}rolat and
Dustin Morrill and
Vin{\'{\i}}cius Flores Zambaldi and
Jean{-}Baptiste Lespiau and
John Schultz and
Mohammad Gheshlaghi Azar and
Michael Bowling and
Karl Tuyls},
title = {The Advantage Regret-Matching Actor-Critic},
journal = {CoRR},
volume = {abs/2008.12234},
year = {2020},
url = {https://arxiv.org/abs/2008.12234},
eprinttype = {arXiv},
eprint = {2008.12234},
timestamp = {Tue, 15 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-12234.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-09192,
author = {Karl Tuyls and
Shayegan Omidshafiei and
Paul Muller and
Zhe Wang and
Jerome T. Connor and
Daniel Hennes and
Ian Graham and
William Spearman and
Tim Waskett and
Dafydd Steele and
Pauline Luc and
Adri{\`{a}} Recasens and
Alexandre Galashov and
Gregory Thornton and
Romuald Elie and
Pablo Sprechmann and
Pol Moreno and
Kris Cao and
Marta Garnelo and
Praneet Dutta and
Michal Valko and
Nicolas Heess and
Alex Bridgland and
Julien P{\'{e}}rolat and
Bart De Vylder and
S. M. Ali Eslami and
Mark Rowland and
Andrew Jaegle and
R{\'{e}}mi Munos and
Trevor Back and
Razia Ahamed and
Simon Bouton and
Nathalie Beauguerlange and
Jackson Broshear and
Thore Graepel and
Demis Hassabis},
title = {Game Plan: What {AI} can do for Football, and What Football can do
for {AI}},
journal = {CoRR},
volume = {abs/2011.09192},
year = {2020},
url = {https://arxiv.org/abs/2011.09192},
eprinttype = {arXiv},
eprint = {2011.09192},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-09192.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aamas/ZhangLHCTXF19,
author = {Chengwei Zhang and
Xiaohong Li and
Jianye Hao and
Siqi Chen and
Karl Tuyls and
Wanli Xue and
Zhiyong Feng},
title = {{SA-IGA:} a multiagent reinforcement learning method towards socially
optimal outcomes},
journal = {Auton. Agents Multi Agent Syst.},
volume = {33},
number = {4},
pages = {403--429},
year = {2019},
url = {https://doi.org/10.1007/s10458-019-09411-3},
doi = {10.1007/S10458-019-09411-3},
timestamp = {Wed, 20 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aamas/ZhangLHCTXF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/SahraeiRWT19,
author = {Bijan Ranjbar Sahraei and
Hossein Rahmani and
Gerhard Weiss and
Karl Tuyls},
title = {Distant supervision of relation extraction in sparse data},
journal = {Intell. Data Anal.},
volume = {23},
number = {5},
pages = {1145--1166},
year = {2019},
url = {https://doi.org/10.3233/IDA-184238},
doi = {10.3233/IDA-184238},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/SahraeiRWT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LetcherBRMFTG19,
author = {Alistair Letcher and
David Balduzzi and
S{\'{e}}bastien Racani{\`{e}}re and
James Martens and
Jakob N. Foerster and
Karl Tuyls and
Thore Graepel},
title = {Differentiable Game Mechanics},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {84:1--84:40},
year = {2019},
url = {http://jmlr.org/papers/v20/19-008.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LetcherBRMFTG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ras/McGuireCT19,
author = {Kimberly N. McGuire and
Guido C. H. E. de Croon and
Karl Tuyls},
title = {A comparative study of bug algorithms for robot navigation},
journal = {Robotics Auton. Syst.},
volume = {121},
year = {2019},
url = {https://doi.org/10.1016/j.robot.2019.103261},
doi = {10.1016/J.ROBOT.2019.103261},
timestamp = {Fri, 24 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ras/McGuireCT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scirobotics/McGuireWTKC19,
author = {Kimberly McGuire and
Christophe De Wagter and
Karl Tuyls and
H. J. Kappen and
Guido C. H. E. de Croon},
title = {Minimal navigation solution for a swarm of tiny flying robots to explore
an unknown environment},
journal = {Sci. Robotics},
volume = {4},
number = {35},
year = {2019},
url = {https://doi.org/10.1126/scirobotics.aaw9710},
doi = {10.1126/SCIROBOTICS.AAW9710},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/scirobotics/McGuireWTKC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/PalmerST19,
author = {Gregory Palmer and
Rahul Savani and
Karl Tuyls},
editor = {Edith Elkind and
Manuela Veloso and
Noa Agmon and
Matthew E. Taylor},
title = {Negative Update Intervals in Deep Multi-Agent Reinforcement Learning},
booktitle = {Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} '19, Montreal, QC, Canada, May 13-17,
2019},
pages = {43--51},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2019},
url = {http://dl.acm.org/citation.cfm?id=3331672},
timestamp = {Wed, 29 May 2019 16:36:58 +0200},
biburl = {https://dblp.org/rec/conf/atal/PalmerST19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/KlimaBKT19,
author = {Richard Kl{\'{\i}}ma and
Daan Bloembergen and
Michael Kaisers and
Karl Tuyls},
editor = {Edith Elkind and
Manuela Veloso and
Noa Agmon and
Matthew E. Taylor},
title = {Robust Temporal Difference Learning for Critical Domains},
booktitle = {Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} '19, Montreal, QC, Canada, May 13-17,
2019},
pages = {350--358},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2019},
url = {http://dl.acm.org/citation.cfm?id=3331713},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/KlimaBKT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/SchniedersLPT19,
author = {Benjamin Schnieders and
Shan Luo and
Gregory Palmer and
Karl Tuyls},
editor = {Edith Elkind and
Manuela Veloso and
Noa Agmon and
Matthew E. Taylor},
title = {Fully Convolutional One-Shot Object Segmentation for Industrial Robotics},
booktitle = {Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} '19, Montreal, QC, Canada, May 13-17,
2019},
pages = {1161--1169},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2019},
url = {http://dl.acm.org/citation.cfm?id=3331817},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/SchniedersLPT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/CollenetteABT19,
author = {Joe Collenette and
Katie Atkinson and
Daan Bloembergen and
Karl Tuyls},
editor = {Edith Elkind and
Manuela Veloso and
Noa Agmon and
Matthew E. Taylor},
title = {Stability of Human-Inspired Agent Societies},
booktitle = {Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} '19, Montreal, QC, Canada, May 13-17,
2019},
pages = {1889--1891},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2019},
url = {http://dl.acm.org/citation.cfm?id=3331953},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/CollenetteABT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/ButterworthST19,
author = {James Butterworth and
Rahul Savani and
Karl Tuyls},
editor = {Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
Anne Auger and
Thomas St{\"{u}}tzle},
title = {Evolving indoor navigational strategies using gated recurrent units
in {NEAT}},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, {GECCO} 2019, Prague, Czech Republic, July 13-17, 2019},
pages = {111--112},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3319619.3321995},
doi = {10.1145/3319619.3321995},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/ButterworthST19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZambaldiRSBLBTR19,
author = {Vin{\'{\i}}cius Flores Zambaldi and
David Raposo and
Adam Santoro and
Victor Bapst and
Yujia Li and
Igor Babuschkin and
Karl Tuyls and
David P. Reichert and
Timothy P. Lillicrap and
Edward Lockhart and
Murray Shanahan and
Victoria Langston and
Razvan Pascanu and
Matthew M. Botvinick and
Oriol Vinyals and
Peter W. Battaglia},
title = {Deep reinforcement learning with relational inductive biases},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=HkxaFoC9KQ},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ZambaldiRSBLBTR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LockhartLPLMTT19,
author = {Edward Lockhart and
Marc Lanctot and
Julien P{\'{e}}rolat and
Jean{-}Baptiste Lespiau and
Dustin Morrill and
Finbarr Timbers and
Karl Tuyls},
editor = {Sarit Kraus},
title = {Computing Approximate Equilibria in Sequential Adversarial Games by
Exploitability Descent},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {464--470},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/66},
doi = {10.24963/IJCAI.2019/66},
timestamp = {Tue, 20 Aug 2019 16:18:18 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LockhartLPLMTT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isalalife/CollenetteABT19,
author = {Joe Collenette and
Katie Atkinson and
Daan Bloembergen and
Karl Tuyls},
editor = {Harold Fellermann and
Jaume Bacardit and
{\'{A}}ngel Go{\~{n}}i Moreno and
Rudolf M. F{\"{u}}chslin},
title = {Stability of Cooperation in Societies of Emotional and Moody Agents},
booktitle = {2019 Conference on Artificial Life, {ALIFE} 2019, online, July 29
- August 2, 2019},
pages = {467--474},
publisher = {{MIT} Press},
year = {2019},
url = {https://doi.org/10.1162/isal\_a\_00205},
doi = {10.1162/ISAL\_A\_00205},
timestamp = {Mon, 25 Jul 2022 16:21:31 +0200},
biburl = {https://dblp.org/rec/conf/isalalife/CollenetteABT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RowlandOTPVPM19,
author = {Mark Rowland and
Shayegan Omidshafiei and
Karl Tuyls and
Julien P{\'{e}}rolat and
Michal Valko and
Georgios Piliouras and
R{\'{e}}mi Munos},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Multiagent Evaluation under Incomplete Information},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {12270--12282},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/510f2318f324cf07fce24c3a4b89c771-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RowlandOTPVPM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-08021,
author = {Richard Kl{\'{\i}}ma and
Daan Bloembergen and
Michael Kaisers and
Karl Tuyls},
title = {Robust temporal difference learning for critical domains},
journal = {CoRR},
volume = {abs/1901.08021},
year = {2019},
url = {http://arxiv.org/abs/1901.08021},
eprinttype = {arXiv},
eprint = {1901.08021},
timestamp = {Sat, 02 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-08021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-00683,
author = {Benjamin Schnieders and
Shan Luo and
Gregory Palmer and
Karl Tuyls},
title = {Fully Convolutional One-Shot Object Segmentation for Industrial Robotics},
journal = {CoRR},
volume = {abs/1903.00683},
year = {2019},
url = {http://arxiv.org/abs/1903.00683},
eprinttype = {arXiv},
eprint = {1903.00683},
timestamp = {Sat, 30 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-00683.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-01373,
author = {Shayegan Omidshafiei and
Christos H. Papadimitriou and
Georgios Piliouras and
Karl Tuyls and
Mark Rowland and
Jean{-}Baptiste Lespiau and
Wojciech M. Czarnecki and
Marc Lanctot and
Julien P{\'{e}}rolat and
R{\'{e}}mi Munos},
title = {{\(\alpha\)}-Rank: Multi-Agent Evaluation by Evolution},
journal = {CoRR},
volume = {abs/1903.01373},
year = {2019},
url = {http://arxiv.org/abs/1903.01373},
eprinttype = {arXiv},
eprint = {1903.01373},
timestamp = {Tue, 28 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-01373.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-05614,
author = {Edward Lockhart and
Marc Lanctot and
Julien P{\'{e}}rolat and
Jean{-}Baptiste Lespiau and
Dustin Morrill and
Finbarr Timbers and
Karl Tuyls},
title = {Computing Approximate Equilibria in Sequential Adversarial Games by
Exploitability Descent},
journal = {CoRR},
volume = {abs/1903.05614},
year = {2019},
url = {http://arxiv.org/abs/1903.05614},
eprinttype = {arXiv},
eprint = {1903.05614},
timestamp = {Sun, 31 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-05614.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-06239,
author = {James Butterworth and
Rahul Savani and
Karl Tuyls},
title = {Evolving Indoor Navigational Strategies Using Gated Recurrent Units
In {NEAT}},
journal = {CoRR},
volume = {abs/1904.06239},
year = {2019},
url = {http://arxiv.org/abs/1904.06239},
eprinttype = {arXiv},
eprint = {1904.06239},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-06239.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-04926,
author = {Alistair Letcher and
David Balduzzi and
S{\'{e}}bastien Racani{\`{e}}re and
James Martens and
Jakob N. Foerster and
Karl Tuyls and
Thore Graepel},
title = {Differentiable Game Mechanics},
journal = {CoRR},
volume = {abs/1905.04926},
year = {2019},
url = {http://arxiv.org/abs/1905.04926},
eprinttype = {arXiv},
eprint = {1905.04926},
timestamp = {Tue, 28 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-04926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-00190,
author = {Shayegan Omidshafiei and
Daniel Hennes and
Dustin Morrill and
R{\'{e}}mi Munos and
Julien P{\'{e}}rolat and
Marc Lanctot and
Audrunas Gruslys and
Jean{-}Baptiste Lespiau and
Karl Tuyls},
title = {Neural Replicator Dynamics},
journal = {CoRR},
volume = {abs/1906.00190},
year = {2019},
url = {http://arxiv.org/abs/1906.00190},
eprinttype = {arXiv},
eprint = {1906.00190},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-00190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-09453,
author = {Marc Lanctot and
Edward Lockhart and
Jean{-}Baptiste Lespiau and
Vin{\'{\i}}cius Flores Zambaldi and
Satyaki Upadhyay and
Julien P{\'{e}}rolat and
Sriram Srinivasan and
Finbarr Timbers and
Karl Tuyls and
Shayegan Omidshafiei and
Daniel Hennes and
Dustin Morrill and
Paul Muller and
Timo Ewalds and
Ryan Faulkner and
J{\'{a}}nos Kram{\'{a}}r and
Bart De Vylder and
Brennan Saeta and
James Bradbury and
David Ding and
Sebastian Borgeaud and
Matthew Lai and
Julian Schrittwieser and
Thomas W. Anthony and
Edward Hughes and
Ivo Danihelka and
Jonah Ryan{-}Davis},
title = {OpenSpiel: {A} Framework for Reinforcement Learning in Games},
journal = {CoRR},
volume = {abs/1908.09453},
year = {2019},
url = {http://arxiv.org/abs/1908.09453},
eprinttype = {arXiv},
eprint = {1908.09453},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-09453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-09849,
author = {Mark Rowland and
Shayegan Omidshafiei and
Karl Tuyls and
Julien P{\'{e}}rolat and
Michal Valko and
Georgios Piliouras and
R{\'{e}}mi Munos},
title = {Multiagent Evaluation under Incomplete Information},
journal = {CoRR},
volume = {abs/1909.09849},
year = {2019},
url = {http://arxiv.org/abs/1909.09849},
eprinttype = {arXiv},
eprint = {1909.09849},
timestamp = {Fri, 27 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-09849.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-12823,
author = {Paul Muller and
Shayegan Omidshafiei and
Mark Rowland and
Karl Tuyls and
Julien P{\'{e}}rolat and
Siqi Liu and
Daniel Hennes and
Luke Marris and
Marc Lanctot and
Edward Hughes and
Zhe Wang and
Guy Lever and
Nicolas Heess and
Thore Graepel and
R{\'{e}}mi Munos},
title = {A Generalized Training Approach for Multiagent Learning},
journal = {CoRR},
volume = {abs/1909.12823},
year = {2019},
url = {http://arxiv.org/abs/1909.12823},
eprinttype = {arXiv},
eprint = {1909.12823},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-12823.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/AmatoBCKKKLRO0T18,
author = {Christopher Amato and
Haitham Bou{-}Ammar and
Elizabeth F. Churchill and
Erez Karpas and
Takashi Kido and
Mike Kuniavsky and
William F. Lawless and
Francesca Rossi and
Frans A. Oliehoek and
Stephen Russell and
Keiki Takadama and
Siddharth Srivastava and
Karl Tuyls and
Philip van Allen and
Kristen Brent Venable and
Peter Vrancx and
Shiqi Zhang},
title = {Reports on the 2018 {AAAI} Spring Symposium Series},
journal = {{AI} Mag.},
volume = {39},
number = {4},
pages = {29--35},
year = {2018},
url = {https://doi.org/10.1609/aimag.v39i4.2824},
doi = {10.1609/AIMAG.V39I4.2824},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aim/AmatoBCKKKLRO0T18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/arobots/ClaesT18,
author = {Daniel Claes and
Karl Tuyls},
title = {Multi robot collision avoidance in a shared workspace},
journal = {Auton. Robots},
volume = {42},
number = {8},
pages = {1749--1770},
year = {2018},
url = {https://doi.org/10.1007/s10514-018-9726-5},
doi = {10.1007/S10514-018-9726-5},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/arobots/ClaesT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/firai/KlimaBSTWSI18,
author = {Richard Kl{\'{\i}}ma and
Daan Bloembergen and
Rahul Savani and
Karl Tuyls and
Alexander Wittig and
Andrei Sapera and
Dario Izzo},
title = {Space Debris Removal: Learning to Cooperate and the Price of Anarchy},
journal = {Frontiers Robotics {AI}},
volume = {5},
pages = {54},
year = {2018},
url = {https://doi.org/10.3389/frobt.2018.00054},
doi = {10.3389/FROBT.2018.00054},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/firai/KlimaBSTWSI18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BruinKTB18,
author = {Tim de Bruin and
Jens Kober and
Karl Tuyls and
Robert Babuska},
title = {Experience Selection in Deep Reinforcement Learning for Control},
journal = {J. Mach. Learn. Res.},
volume = {19},
pages = {9:1--9:56},
year = {2018},
url = {http://jmlr.org/papers/v19/17-131.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BruinKTB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/BruinKTB18,
author = {Tim de Bruin and
Jens Kober and
Karl Tuyls and
Robert Babuska},
title = {Integrating State Representation Learning Into Deep Reinforcement
Learning},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {3},
number = {2},
pages = {1394--1401},
year = {2018},
url = {https://doi.org/10.1109/LRA.2018.2800101},
doi = {10.1109/LRA.2018.2800101},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ral/BruinKTB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/KlimaTO18,
author = {Richard Kl{\'{\i}}ma and
Karl Tuyls and
Frans A. Oliehoek},
title = {Model-Based Reinforcement Learning under Periodical Observability},
booktitle = {2018 {AAAI} Spring Symposia, Stanford University, Palo Alto, California,
USA, March 26-28, 2018},
publisher = {{AAAI} Press},
year = {2018},
url = {https://aaai.org/ocs/index.php/SSS/SSS18/paper/view/17481},
timestamp = {Tue, 08 Jan 2019 14:37:15 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/KlimaTO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/TuylsPLLG18,
author = {Karl Tuyls and
Julien P{\'{e}}rolat and
Marc Lanctot and
Joel Z. Leibo and
Thore Graepel},
editor = {Elisabeth Andr{\'{e}} and
Sven Koenig and
Mehdi Dastani and
Gita Sukthankar},
title = {A Generalised Method for Empirical Game Theoretic Analysis},
booktitle = {Proceedings of the 17th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} 2018, Stockholm, Sweden, July 10-15,
2018},
pages = {77--85},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
Richland, SC, {USA} / {ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3237402},
timestamp = {Sat, 30 Sep 2023 09:34:53 +0200},
biburl = {https://dblp.org/rec/conf/atal/TuylsPLLG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/PalmerTBS18,
author = {Gregory Palmer and
Karl Tuyls and
Daan Bloembergen and
Rahul Savani},
editor = {Elisabeth Andr{\'{e}} and
Sven Koenig and
Mehdi Dastani and
Gita Sukthankar},
title = {Lenient Multi-Agent Deep Reinforcement Learning},
booktitle = {Proceedings of the 17th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} 2018, Stockholm, Sweden, July 10-15,
2018},
pages = {443--451},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
Richland, SC, {USA} / {ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3237451},
timestamp = {Mon, 16 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/PalmerTBS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ButterworthBTP18,
author = {James Butterworth and
Bastian Broecker and
Karl Tuyls and
Paolo Paoletti},
editor = {Elisabeth Andr{\'{e}} and
Sven Koenig and
Mehdi Dastani and
Gita Sukthankar},
title = {Evolving Coverage Behaviours For MAVs Using {NEAT}},
booktitle = {Proceedings of the 17th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} 2018, Stockholm, Sweden, July 10-15,
2018},
pages = {1886--1888},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
Richland, SC, {USA} / {ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3238012},
timestamp = {Mon, 16 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/ButterworthBTP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/SunehagLGCZJLSL18,
author = {Peter Sunehag and
Guy Lever and
Audrunas Gruslys and
Wojciech Marian Czarnecki and
Vin{\'{\i}}cius Flores Zambaldi and
Max Jaderberg and
Marc Lanctot and
Nicolas Sonnerat and
Joel Z. Leibo and
Karl Tuyls and
Thore Graepel},
editor = {Elisabeth Andr{\'{e}} and
Sven Koenig and
Mehdi Dastani and
Gita Sukthankar},
title = {Value-Decomposition Networks For Cooperative Multi-Agent Learning
Based On Team Reward},
booktitle = {Proceedings of the 17th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} 2018, Stockholm, Sweden, July 10-15,
2018},
pages = {2085--2087},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
Richland, SC, {USA} / {ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3238080},
timestamp = {Tue, 17 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/SunehagLGCZJLSL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ZhangLHCTF18,
author = {Chengwei Zhang and
Xiaohong Li and
Jianye Hao and
Siqi Chen and
Karl Tuyls and
Zhiyong Feng},
editor = {Elisabeth Andr{\'{e}} and
Sven Koenig and
Mehdi Dastani and
Gita Sukthankar},
title = {SCC-rFMQ Learning in Cooperative Markov Games with Continuous Actions},
booktitle = {Proceedings of the 17th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} 2018, Stockholm, Sweden, July 10-15,
2018},
pages = {2162--2164},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
Richland, SC, {USA} / {ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3238106},
timestamp = {Wed, 20 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/ZhangLHCTF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/CaoLLLTC18,
author = {Kris Cao and
Angeliki Lazaridou and
Marc Lanctot and
Joel Z. Leibo and
Karl Tuyls and
Stephen Clark},
title = {Emergent Communication through Negotiation},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=Hk6WhagRW},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/CaoLLLTC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LazaridouHTC18,
author = {Angeliki Lazaridou and
Karl Moritz Hermann and
Karl Tuyls and
Stephen Clark},
title = {Emergence of Linguistic Communication from Referential Games with
Symbolic and Pixel Input},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=HJGv1Z-AW},
timestamp = {Thu, 04 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LazaridouHTC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalduzziRMFTG18,
author = {David Balduzzi and
S{\'{e}}bastien Racani{\`{e}}re and
James Martens and
Jakob N. Foerster and
Karl Tuyls and
Thore Graepel},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {The Mechanics of n-Player Differentiable Games},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {363--372},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/balduzzi18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/BalduzziRMFTG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/BroeckerTB18,
author = {Bastian Broecker and
Karl Tuyls and
James Butterworth},
title = {Distance-Based Multi-Robot Coordination on Pocket Drones},
booktitle = {2018 {IEEE} International Conference on Robotics and Automation, {ICRA}
2018, Brisbane, Australia, May 21-25, 2018},
pages = {6389--6394},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICRA.2018.8461176},
doi = {10.1109/ICRA.2018.8461176},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icra/BroeckerTB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/SchniedersT18,
author = {Benjamin Schnieders and
Karl Tuyls},
title = {Fast Convergence for Object Detection by Learning how to Combine Error
Functions},
booktitle = {2018 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2018, Madrid, Spain, October 1-5, 2018},
pages = {7329--7335},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IROS.2018.8594179},
doi = {10.1109/IROS.2018.8594179},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/SchniedersT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isalalife/CollenetteABT18,
author = {Joe Collenette and
Katie Atkinson and
Daan Bloembergen and
Karl Tuyls},
editor = {Takashi Ikegami and
Nathaniel Virgo and
Olaf Witkowski and
Mizuki Oka and
Reiji Suzuki and
Hiroyuki Iizuka},
title = {On the Role of Mobility and Interaction Topologies in Social Dilemmas},
booktitle = {2018 Conference on Artificial Life, {ALIFE} 2018, Tokyo, Japan, July
23-27, 2018},
pages = {477--484},
publisher = {{MIT} Press},
year = {2018},
url = {https://doi.org/10.1162/isal\_a\_00088},
doi = {10.1162/ISAL\_A\_00088},
timestamp = {Tue, 26 Jul 2022 11:58:11 +0200},
biburl = {https://dblp.org/rec/conf/isalalife/CollenetteABT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BalduzziTPG18,
author = {David Balduzzi and
Karl Tuyls and
Julien P{\'{e}}rolat and
Thore Graepel},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Re-evaluating evaluation},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {3272--3283},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/cdf1035c34ec380218a8cc9a43d438f9-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BalduzziTPG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HughesLPTDCDZMK18,
author = {Edward Hughes and
Joel Z. Leibo and
Matthew Phillips and
Karl Tuyls and
Edgar A. Du{\'{e}}{\~{n}}ez{-}Guzm{\'{a}}n and
Antonio Garc{\'{\i}}a Casta{\~{n}}eda and
Iain Dunning and
Tina Zhu and
Kevin R. McKee and
Raphael Koster and
Heather Roff and
Thore Graepel},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Inequity aversion improves cooperation in intertemporal social dilemmas},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {3330--3340},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/7fea637fd6d02b8f0adf6f7dc36aed93-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HughesLPTDCDZMK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SrinivasanLZPTM18,
author = {Sriram Srinivasan and
Marc Lanctot and
Vin{\'{\i}}cius Flores Zambaldi and
Julien P{\'{e}}rolat and
Karl Tuyls and
R{\'{e}}mi Munos and
Michael Bowling},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Actor-Critic Policy Optimization in Partially Observable Multiagent
Environments},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {3426--3439},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/e22dd5dabde45eda5a1a67772c8e25dd-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SrinivasanLZPTM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-05642,
author = {David Balduzzi and
S{\'{e}}bastien Racani{\`{e}}re and
James Martens and
Jakob N. Foerster and
Karl Tuyls and
Thore Graepel},
title = {The Mechanics of n-Player Differentiable Games},
journal = {CoRR},
volume = {abs/1802.05642},
year = {2018},
url = {http://arxiv.org/abs/1802.05642},
eprinttype = {arXiv},
eprint = {1802.05642},
timestamp = {Mon, 31 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-05642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-03021,
author = {Chengwei Zhang and
Xiaohong Li and
Jianye Hao and
Siqi Chen and
Karl Tuyls and
Wanli Xue},
title = {{SA-IGA:} {A} Multiagent Reinforcement Learning Method Towards Socially
Optimal Outcomes},
journal = {CoRR},
volume = {abs/1803.03021},
year = {2018},
url = {http://arxiv.org/abs/1803.03021},
eprinttype = {arXiv},
eprint = {1803.03021},
timestamp = {Wed, 20 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-03021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06376,
author = {Karl Tuyls and
Julien P{\'{e}}rolat and
Marc Lanctot and
Joel Z. Leibo and
Thore Graepel},
title = {A Generalised Method for Empirical Game Theoretic Analysis},
journal = {CoRR},
volume = {abs/1803.06376},
year = {2018},
url = {http://arxiv.org/abs/1803.06376},
eprinttype = {arXiv},
eprint = {1803.06376},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-06376.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-08884,
author = {Edward Hughes and
Joel Z. Leibo and
Matthew G. Philips and
Karl Tuyls and
Edgar A. Du{\'{e}}{\~{n}}ez{-}Guzm{\'{a}}n and
Antonio Garc{\'{\i}}a Casta{\~{n}}eda and
Iain Dunning and
Tina Zhu and
Kevin R. McKee and
Raphael Koster and
Heather Roff and
Thore Graepel},
title = {Inequity aversion resolves intertemporal social dilemmas},
journal = {CoRR},
volume = {abs/1803.08884},
year = {2018},
url = {http://arxiv.org/abs/1803.08884},
eprinttype = {arXiv},
eprint = {1803.08884},
timestamp = {Fri, 09 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-08884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-03980,
author = {Kris Cao and
Angeliki Lazaridou and
Marc Lanctot and
Joel Z. Leibo and
Karl Tuyls and
Stephen Clark},
title = {Emergent Communication through Negotiation},
journal = {CoRR},
volume = {abs/1804.03980},
year = {2018},
url = {http://arxiv.org/abs/1804.03980},
eprinttype = {arXiv},
eprint = {1804.03980},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-03980.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-03984,
author = {Angeliki Lazaridou and
Karl Moritz Hermann and
Karl Tuyls and
Stephen Clark},
title = {Emergence of Linguistic Communication from Referential Games with
Symbolic and Pixel Input},
journal = {CoRR},
volume = {abs/1804.03984},
year = {2018},
url = {http://arxiv.org/abs/1804.03984},
eprinttype = {arXiv},
eprint = {1804.03984},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-03984.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01830,
author = {Vin{\'{\i}}cius Flores Zambaldi and
David Raposo and
Adam Santoro and
Victor Bapst and
Yujia Li and
Igor Babuschkin and
Karl Tuyls and
David P. Reichert and
Timothy P. Lillicrap and
Edward Lockhart and
Murray Shanahan and
Victoria Langston and
Razvan Pascanu and
Matthew M. Botvinick and
Oriol Vinyals and
Peter W. Battaglia},
title = {Relational Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1806.01830},
year = {2018},
url = {http://arxiv.org/abs/1806.01830},
eprinttype = {arXiv},
eprint = {1806.01830},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01830.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02643,
author = {David Balduzzi and
Karl Tuyls and
Julien P{\'{e}}rolat and
Thore Graepel},
title = {Re-evaluating evaluation},
journal = {CoRR},
volume = {abs/1806.02643},
year = {2018},
url = {http://arxiv.org/abs/1806.02643},
eprinttype = {arXiv},
eprint = {1806.02643},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-02643.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-04480,
author = {Benjamin Schnieders and
Karl Tuyls},
title = {Fast Convergence for Object Detection by Learning how to Combine Error
Functions},
journal = {CoRR},
volume = {abs/1808.04480},
year = {2018},
url = {http://arxiv.org/abs/1808.04480},
eprinttype = {arXiv},
eprint = {1808.04480},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-04480.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-05050,
author = {Kimberly McGuire and
Guido de Croon and
Karl Tuyls},
title = {A Comparative Study of Bug Algorithms for Robot Navigation},
journal = {CoRR},
volume = {abs/1808.05050},
year = {2018},
url = {http://arxiv.org/abs/1808.05050},
eprinttype = {arXiv},
eprint = {1808.05050},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-05050.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-05096,
author = {Gregory Palmer and
Rahul Savani and
Karl Tuyls},
title = {Negative Update Intervals in Deep Multi-Agent Reinforcement Learning},
journal = {CoRR},
volume = {abs/1809.05096},
year = {2018},
url = {http://arxiv.org/abs/1809.05096},
eprinttype = {arXiv},
eprint = {1809.05096},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-05096.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-06625,
author = {Chengwei Zhang and
Xiaohong Li and
Jianye Hao and
Siqi Chen and
Karl Tuyls and
Zhiyong Feng and
Wanli Xue and
Rong Chen},
title = {SCC-rFMQ Learning in Cooperative Markov Games with Continuous Actions},
journal = {CoRR},
volume = {abs/1809.06625},
year = {2018},
url = {http://arxiv.org/abs/1809.06625},
eprinttype = {arXiv},
eprint = {1809.06625},
timestamp = {Wed, 25 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-06625.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-09026,
author = {Sriram Srinivasan and
Marc Lanctot and
Vin{\'{\i}}cius Flores Zambaldi and
Julien P{\'{e}}rolat and
Karl Tuyls and
R{\'{e}}mi Munos and
Michael Bowling},
title = {Actor-Critic Policy Optimization in Partially Observable Multiagent
Environments},
journal = {CoRR},
volume = {abs/1810.09026},
year = {2018},
url = {http://arxiv.org/abs/1810.09026},
eprinttype = {arXiv},
eprint = {1810.09026},
timestamp = {Fri, 04 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-09026.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ker/CollenetteABT17,
author = {Joe Collenette and
Katie Atkinson and
Daan Bloembergen and
Karl Tuyls},
title = {Environmental effects on simulated emotional and moody agents},
journal = {Knowl. Eng. Rev.},
volume = {32},
pages = {e19},
year = {2017},
url = {https://doi.org/10.1017/S0269888917000170},
doi = {10.1017/S0269888917000170},
timestamp = {Thu, 27 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ker/CollenetteABT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/McGuireCWTK17,
author = {Kimberly McGuire and
Guido de Croon and
Christophe De Wagter and
Karl Tuyls and
Hilbert J. Kappen},
title = {Efficient Optical Flow and Stereo Vision for Velocity Estimation and
Obstacle Avoidance on an Autonomous Pocket Drone},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {2},
number = {2},
pages = {1070--1076},
year = {2017},
url = {https://doi.org/10.1109/LRA.2017.2658940},
doi = {10.1109/LRA.2017.2658940},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ral/McGuireCWTK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ClaesOBT17,
author = {Daniel Claes and
Frans A. Oliehoek and
Hendrik Baier and
Karl Tuyls},
editor = {Kate Larson and
Michael Winikoff and
Sanmay Das and
Edmund H. Durfee},
title = {Decentralised Online Planning for Multi-Robot Warehouse Commissioning},
booktitle = {Proceedings of the 16th Conference on Autonomous Agents and MultiAgent
Systems, {AAMAS} 2017, S{\~{a}}o Paulo, Brazil, May 8-12, 2017},
pages = {492--500},
publisher = {{ACM}},
year = {2017},
url = {http://dl.acm.org/citation.cfm?id=3091198},
timestamp = {Wed, 27 Sep 2017 07:24:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/ClaesOBT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecal/CollenetteABT17,
author = {Joe Collenette and
Katie Atkinson and
Daan Bloembergen and
Karl Tuyls},
editor = {Carole Knibbe and
Guillaume Beslon and
David P. Parsons and
Dusan Misevic and
Jonathan Rouzaud{-}Cornabas and
Nicolas Bred{\`{e}}che and
Salima Hassas and
Olivier Simonin and
H{\'{e}}di Soula},
title = {Mood modelling within reinforcement learning},
booktitle = {Proceedings of the Fourteenth European Conference Artificial Life,
{ECAL} 2017, Lyon, France, September 4-8, 2017},
pages = {106--113},
publisher = {{MIT} Press},
year = {2017},
url = {https://doi.org/10.7551/ecal\_a\_021},
doi = {10.7551/ECAL\_A\_021},
timestamp = {Thu, 07 Jul 2022 14:54:16 +0200},
biburl = {https://dblp.org/rec/conf/ecal/CollenetteABT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eumas/TuylsS17,
author = {Karl Tuyls and
Peter Stone},
editor = {Francesco Belardinelli and
Estefania Argente},
title = {Multiagent Learning Paradigms},
booktitle = {Multi-Agent Systems and Agreement Technologies - 15th European Conference,
{EUMAS} 2017, and 5th International Conference, {AT} 2017, {\'{E}}vry,
France, December 14-15, 2017, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10767},
pages = {3--21},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-030-01713-2\_1},
doi = {10.1007/978-3-030-01713-2\_1},
timestamp = {Tue, 21 Mar 2023 20:59:05 +0100},
biburl = {https://dblp.org/rec/conf/eumas/TuylsS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/FosselTSCH17,
author = {Joscha{-}David Fossel and
Karl Tuyls and
Benjamin Schnieders and
Daniel Claes and
Daniel Hennes},
title = {NOctoSLAM: Fast octree surface normal mapping and registration},
booktitle = {2017 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2017, Vancouver, BC, Canada, September 24-28, 2017},
pages = {6764--6769},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IROS.2017.8206594},
doi = {10.1109/IROS.2017.8206594},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/FosselTSCH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PerolatLZBTG17,
author = {Julien P{\'{e}}rolat and
Joel Z. Leibo and
Vin{\'{\i}}cius Flores Zambaldi and
Charles Beattie and
Karl Tuyls and
Thore Graepel},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {A multi-agent reinforcement learning model of common-pool resource
appropriation},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {3643--3652},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/2b0f658cbffd284984fb11d90254081f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/PerolatLZBTG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LanctotZGLTPSG17,
author = {Marc Lanctot and
Vin{\'{\i}}cius Flores Zambaldi and
Audrunas Gruslys and
Angeliki Lazaridou and
Karl Tuyls and
Julien P{\'{e}}rolat and
David Silver and
Thore Graepel},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {4190--4203},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/3323fe11e9595c09af38fe67567a9394-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LanctotZGLTPSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SunehagLGCZJLSL17,
author = {Peter Sunehag and
Guy Lever and
Audrunas Gruslys and
Wojciech Marian Czarnecki and
Vin{\'{\i}}cius Flores Zambaldi and
Max Jaderberg and
Marc Lanctot and
Nicolas Sonnerat and
Joel Z. Leibo and
Karl Tuyls and
Thore Graepel},
title = {Value-Decomposition Networks For Cooperative Multi-Agent Learning},
journal = {CoRR},
volume = {abs/1706.05296},
year = {2017},
url = {http://arxiv.org/abs/1706.05296},
eprinttype = {arXiv},
eprint = {1706.05296},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SunehagLGCZJLSL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PalmerTBS17,
author = {Gregory Palmer and
Karl Tuyls and
Daan Bloembergen and
Rahul Savani},
title = {Lenient Multi-Agent Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1707.04402},
year = {2017},
url = {http://arxiv.org/abs/1707.04402},
eprinttype = {arXiv},
eprint = {1707.04402},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PalmerTBS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PerolatLZBTG17,
author = {Julien P{\'{e}}rolat and
Joel Z. Leibo and
Vin{\'{\i}}cius Flores Zambaldi and
Charles Beattie and
Karl Tuyls and
Thore Graepel},
title = {A multi-agent reinforcement learning model of common-pool resource
appropriation},
journal = {CoRR},
volume = {abs/1707.06600},
year = {2017},
url = {http://arxiv.org/abs/1707.06600},
eprinttype = {arXiv},
eprint = {1707.06600},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PerolatLZBTG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-00832,
author = {Marc Lanctot and
Vin{\'{\i}}cius Flores Zambaldi and
Audrunas Gruslys and
Angeliki Lazaridou and
Karl Tuyls and
Julien P{\'{e}}rolat and
David Silver and
Thore Graepel},
title = {A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning},
journal = {CoRR},
volume = {abs/1711.00832},
year = {2017},
url = {http://arxiv.org/abs/1711.00832},
eprinttype = {arXiv},
eprint = {1711.00832},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-00832.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-05074,
author = {Karl Tuyls and
Julien P{\'{e}}rolat and
Marc Lanctot and
Georg Ostrovski and
Rahul Savani and
Joel Z. Leibo and
Toby Ord and
Thore Graepel and
Shane Legg},
title = {Symmetric Decomposition of Asymmetric Games},
journal = {CoRR},
volume = {abs/1711.05074},
year = {2017},
url = {http://arxiv.org/abs/1711.05074},
eprinttype = {arXiv},
eprint = {1711.05074},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-05074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/games/KlimaBSTHI16,
author = {Richard Kl{\'{\i}}ma and
Daan Bloembergen and
Rahul Savani and
Karl Tuyls and
Daniel Hennes and
Dario Izzo},
title = {Space Debris Removal: {A} Game Theoretic Analysis},
journal = {Games},
volume = {7},
number = {3},
pages = {20},
year = {2016},
url = {https://doi.org/10.3390/g7030020},
doi = {10.3390/G7030020},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/games/KlimaBSTHI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/RahmaniSWT16,
author = {Hossein Rahmani and
Bijan Ranjbar Sahraei and
Gerhard Weiss and
Karl Tuyls},
title = {Entity resolution in disjoint graphs: An application on genealogical
data},
journal = {Intell. Data Anal.},
volume = {20},
number = {2},
pages = {455--475},
year = {2016},
url = {https://doi.org/10.3233/IDA-160814},
doi = {10.3233/IDA-160814},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/RahmaniSWT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/SahraeiBTW16,
author = {Bijan Ranjbar Sahraei and
Haitham Bou{-}Ammar and
Karl Tuyls and
Gerhard Weiss},
title = {On the prevalence of hierarchies in social networks},
journal = {Soc. Netw. Anal. Min.},
volume = {6},
number = {1},
pages = {58:1--58:16},
year = {2016},
url = {https://doi.org/10.1007/s13278-016-0363-8},
doi = {10.1007/S13278-016-0363-8},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/snam/SahraeiBTW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alife/BloembergenCCAT16,
author = {Daan Bloembergen and
Daniel Claes and
Elisa Cucco and
Sjriek Alers and
Karl Tuyls},
editor = {Tom Froese and
Jes{\'{u}}s Mario Siqueiros{-}Garc{\'{\i}}a and
Wendy Aguilar and
Eduardo J. Izquierdo and
Hiroki Sayama and
Carlos Gershenson},
title = {A Telepresence-Robot Approach for Efficient Coordination of Swarms},
booktitle = {Fifteenth International Conference on the Simulation and Synthesis
of Living Systems, {ALIFE} 2016, Cancun, Mexico, July 4-6, 2016},
pages = {666--673},
publisher = {{MIT} Press},
year = {2016},
url = {https://doi.org/10.7551/978-0-262-33936-0-ch106},
doi = {10.7551/978-0-262-33936-0-CH106},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/alife/BloembergenCCAT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dars/CollenetteABT16,
author = {Joe Collenette and
Katie Atkinson and
Daan Bloembergen and
Karl Tuyls},
editor = {Roderich Gro{\ss} and
Andreas Kolling and
Spring Berman and
Emilio Frazzoli and
Alcherio Martinoli and
Fumitoshi Matsuno and
Melvin Gauci},
title = {Modelling Mood in Co-operative Emotional Agents},
booktitle = {Distributed Autonomous Robotic Systems, The 13th International Symposium,
{DARS} 2016, Natural History Museum, London, UK, November 7-9, 2016},
series = {Springer Proceedings in Advanced Robotics},
volume = {6},
pages = {559--572},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-73008-0\_39},
doi = {10.1007/978-3-319-73008-0\_39},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dars/CollenetteABT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/LiZHTCF16,
author = {Xiaohong Li and
Chengwei Zhang and
Jianye Hao and
Karl Tuyls and
Siqi Chen and
Zhiyong Feng},
editor = {Gal A. Kaminka and
Maria Fox and
Paolo Bouquet and
Eyke H{\"{u}}llermeier and
Virginia Dignum and
Frank Dignum and
Frank van Harmelen},
title = {Socially-Aware Multiagent Learning: Towards Socially Optimal Outcomes},
booktitle = {{ECAI} 2016 - 22nd European Conference on Artificial Intelligence,
29 August-2 September 2016, The Hague, The Netherlands - Including
Prestigious Applications of Artificial Intelligence {(PAIS} 2016)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {285},
pages = {533--541},
publisher = {{IOS} Press},
year = {2016},
url = {https://doi.org/10.3233/978-1-61499-672-9-533},
doi = {10.3233/978-1-61499-672-9-533},
timestamp = {Tue, 02 Nov 2021 15:59:05 +0100},
biburl = {https://dblp.org/rec/conf/ecai/LiZHTCF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/KlimaBSTHI16,
author = {Richard Kl{\'{\i}}ma and
Daan Bloembergen and
Rahul Savani and
Karl Tuyls and
Daniel Hennes and
Dario Izzo},
editor = {Gal A. Kaminka and
Maria Fox and
Paolo Bouquet and
Eyke H{\"{u}}llermeier and
Virginia Dignum and
Frank Dignum and
Frank van Harmelen},
title = {Space Debris Removal: {A} Game Theoretic Analysis},
booktitle = {{ECAI} 2016 - 22nd European Conference on Artificial Intelligence,
29 August-2 September 2016, The Hague, The Netherlands - Including
Prestigious Applications of Artificial Intelligence {(PAIS} 2016)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {285},
pages = {1658--1659},
publisher = {{IOS} Press},
year = {2016},
url = {https://doi.org/10.3233/978-1-61499-672-9-1658},
doi = {10.3233/978-1-61499-672-9-1658},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/KlimaBSTHI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/ClaessensWVPPT16,
author = {Rik Claessens and
Alta de Waal and
Johan Pieter de Villiers and
Ate Penders and
Gregor Pavlin and
Karl Tuyls},
editor = {Slimane Hammoudi and
Leszek A. Maciaszek and
Michele Missikoff and
Olivier Camp and
Jos{\'{e}} Cordeiro},
title = {Bayesian Inference in Dynamic Domains using Logical {OR} Gates},
booktitle = {{ICEIS} 2016 - Proceedings of the 18th International Conference on
Enterprise Information Systems, Volume 2, Rome, Italy, April 25-28,
2016},
pages = {134--142},
publisher = {SciTePress},
year = {2016},
url = {https://doi.org/10.5220/0005768601340142},
doi = {10.5220/0005768601340142},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iceis/ClaessensWVPPT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/McGuireCWRTK16,
author = {Kimberly McGuire and
Guido C. H. E. de Croon and
Christophe De Wagter and
Bart Remes and
Karl Tuyls and
Hilbert J. Kappen},
editor = {Danica Kragic and
Antonio Bicchi and
Alessandro De Luca},
title = {Local histogram matching for efficient optical flow computation applied
to velocity estimation on pocket drones},
booktitle = {2016 {IEEE} International Conference on Robotics and Automation, {ICRA}
2016, Stockholm, Sweden, May 16-21, 2016},
pages = {3255--3260},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICRA.2016.7487496},
doi = {10.1109/ICRA.2016.7487496},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/McGuireCWRTK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/BruinKTB16,
author = {Tim de Bruin and
Jens Kober and
Karl Tuyls and
Robert Babuska},
title = {Improved deep reinforcement learning for robotics through distribution-based
experience retention},
booktitle = {2016 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2016, Daejeon, South Korea, October 9-14, 2016},
pages = {3947--3952},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IROS.2016.7759581},
doi = {10.1109/IROS.2016.7759581},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/BruinKTB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stairs/CollenetteABT16,
author = {Joe Collenette and
Katie Atkinson and
Daan Bloembergen and
Karl Tuyls},
editor = {David Pearce and
Helena Sofia Pinto},
title = {The Effect of Mobility and Emotion on Interactions in Multi-Agent
Systems},
booktitle = {{STAIRS} 2016 - Proceedings of the Eighth European Starting {AI} Researcher
Symposium, The Hague, The Netherlands, August 29-30, 2016},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {284},
pages = {39--50},
publisher = {{IOS} Press},
year = {2016},
url = {https://doi.org/10.3233/978-1-61499-682-8-39},
doi = {10.3233/978-1-61499-682-8-39},
timestamp = {Mon, 01 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stairs/CollenetteABT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/atal/2016,
editor = {Catholijn M. Jonker and
Stacy Marsella and
John Thangarajah and
Karl Tuyls},
title = {Proceedings of the 2016 International Conference on Autonomous Agents
{\&} Multiagent Systems, Singapore, May 9-13, 2016},
publisher = {{ACM}},
year = {2016},
url = {http://dl.acm.org/citation.cfm?id=2936924},
isbn = {978-1-4503-4239-1},
timestamp = {Fri, 20 May 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/McGuireCWRTK16,
author = {Kimberly McGuire and
Guido C. H. E. de Croon and
Christophe De Wagter and
Bart Remes and
Karl Tuyls and
Hilbert J. Kappen},
title = {Local Histogram Matching for Efficient Optical Flow Computation Applied
to Velocity Estimation on Pocket Drones},
journal = {CoRR},
volume = {abs/1603.07644},
year = {2016},
url = {http://arxiv.org/abs/1603.07644},
eprinttype = {arXiv},
eprint = {1603.07644},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/McGuireCWRTK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/McGuireCWTK16,
author = {Kimberly McGuire and
Guido de Croon and
Christophe De Wagter and
Karl Tuyls and
Hilbert J. Kappen},
title = {Efficient Optical flow and Stereo Vision for Velocity Estimation and
Obstacle Avoidance on an Autonomous Pocket Drone},
journal = {CoRR},
volume = {abs/1612.06702},
year = {2016},
url = {http://arxiv.org/abs/1612.06702},
eprinttype = {arXiv},
eprint = {1612.06702},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/McGuireCWTK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/connection/BloembergenHMT15,
author = {Daan Bloembergen and
Daniel Hennes and
Peter McBurney and
Karl Tuyls},
title = {Trading in markets with noisy information: an evolutionary analysis},
journal = {Connect. Sci.},
volume = {27},
number = {3},
pages = {253--268},
year = {2015},
url = {https://doi.org/10.1080/09540091.2015.1039492},
doi = {10.1080/09540091.2015.1039492},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/connection/BloembergenHMT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/BloembergenTHK15,
author = {Daan Bloembergen and
Karl Tuyls and
Daniel Hennes and
Michael Kaisers},
title = {Evolutionary Dynamics of Multi-Agent Learning: {A} Survey},
journal = {J. Artif. Intell. Res.},
volume = {53},
pages = {659--697},
year = {2015},
url = {https://doi.org/10.1613/jair.4818},
doi = {10.1613/JAIR.4818},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/BloembergenTHK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/MocanuBLDLWT15,
author = {Decebal Constantin Mocanu and
Haitham Bou{-}Ammar and
Dietwig Lowet and
Kurt Driessens and
Antonio Liotta and
Gerhard Weiss and
Karl Tuyls},
title = {Factored four way conditional restricted Boltzmann machines for activity
recognition},
journal = {Pattern Recognit. Lett.},
volume = {66},
pages = {100--108},
year = {2015},
url = {https://doi.org/10.1016/j.patrec.2015.01.013},
doi = {10.1016/J.PATREC.2015.01.013},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/MocanuBLDLWT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/HennesJTG15,
author = {Daniel Hennes and
Steven de Jong and
Karl Tuyls and
Ya'akov (Kobi) Gal},
title = {Metastrategies in Large-Scale Bargaining Settings},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {7},
number = {1},
pages = {10:1--10:23},
year = {2015},
url = {https://doi.org/10.1145/2774224},
doi = {10.1145/2774224},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/HennesJTG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/SahraeiBTW15,
author = {Bijan Ranjbar Sahraei and
Haitham Bou{-}Ammar and
Karl Tuyls and
Gerhard Weiss},
editor = {Jian Pei and
Fabrizio Silvestri and
Jie Tang},
title = {On the Skewed Degree Distribution of Hierarchical Networks},
booktitle = {Proceedings of the 2015 {IEEE/ACM} International Conference on Advances
in Social Networks Analysis and Mining, {ASONAM} 2015, Paris, France,
August 25 - 28, 2015},
pages = {298--301},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808797.2809409},
doi = {10.1145/2808797.2809409},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/SahraeiBTW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ClaesROTHH15,
author = {Daniel Claes and
Philipp Robbel and
Frans A. Oliehoek and
Karl Tuyls and
Daniel Hennes and
Wiebe van der Hoek},
editor = {Gerhard Weiss and
Pinar Yolum and
Rafael H. Bordini and
Edith Elkind},
title = {Effective Approximations for Multi-Robot Coordination in Spatially
Distributed Tasks},
booktitle = {Proceedings of the 2015 International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2015, Istanbul, Turkey, May 4-8, 2015},
pages = {881--890},
publisher = {{ACM}},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2773265},
timestamp = {Tue, 08 Mar 2022 10:12:47 +0100},
biburl = {https://dblp.org/rec/conf/atal/ClaesROTHH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/BloembergenHPT15,
author = {Daan Bloembergen and
Daniel Hennes and
Simon Parsons and
Karl Tuyls},
editor = {Gerhard Weiss and
Pinar Yolum and
Rafael H. Bordini and
Edith Elkind},
title = {Survival of the Chartist: An Evolutionary Agent-Based Analysis of
Stock Market Trading},
booktitle = {Proceedings of the 2015 International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2015, Istanbul, Turkey, May 4-8, 2015},
pages = {1699--1700},
publisher = {{ACM}},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2773392},
timestamp = {Fri, 15 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/BloembergenHPT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/BroeckerCTSH15,
author = {Bastian Broecker and
Ipek Caliskanelli and
Karl Tuyls and
Elizabeth Sklar and
Daniel Hennes},
editor = {Gerhard Weiss and
Pinar Yolum and
Rafael H. Bordini and
Edith Elkind},
title = {Social Insect-Inspired Multi-Robot Coverage},
booktitle = {Proceedings of the 2015 International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2015, Istanbul, Turkey, May 4-8, 2015},
pages = {1775--1776},
publisher = {{ACM}},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2773431},
timestamp = {Fri, 15 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/BroeckerCTSH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ClaessensWVPPT15,
author = {Rik Claessens and
Alta de Waal and
Johan Pieter de Villiers and
Ate Penders and
Gregor Pavlin and
Karl Tuyls},
editor = {Gerhard Weiss and
Pinar Yolum and
Rafael H. Bordini and
Edith Elkind},
title = {Multi-Agent Target Tracking using Particle Filters enhanced with Context
Data: (Demonstration)},
booktitle = {Proceedings of the 2015 International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2015, Istanbul, Turkey, May 4-8, 2015},
pages = {1933--1934},
publisher = {{ACM}},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2773511},
timestamp = {Fri, 15 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/ClaessensWVPPT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecal/SchneiderSAPT15,
author = {Eric Schneider and
Elizabeth I. Sklar and
M. Q. Azhar and
Simon Parsons and
Karl Tuyls},
editor = {Paul S. Andrews and
Leo S. D. Caves and
Ren{\'{e}} Doursat and
Simon J. Hickinbotham and
Fiona A. C. Polack and
Susan Stepney and
Tim Taylor and
Jon Timmis},
title = {Towards a methodology for describing the relationship between simulation
and reality},
booktitle = {Proceedings of the Thirteenth European Conference Artificial Life,
{ECAL} 2015, York, UK, July 20-24, 2015},
pages = {562--569},
publisher = {{MIT} Press},
year = {2015},
url = {https://doi.org/10.7551/978-0-262-33027-5-ch098},
doi = {10.7551/978-0-262-33027-5-CH098},
timestamp = {Thu, 07 Jul 2022 14:54:16 +0200},
biburl = {https://dblp.org/rec/conf/ecal/SchneiderSAPT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/FosselTS15,
author = {Joscha{-}David Fossel and
Karl Tuyls and
J{\"{u}}rgen Sturm},
title = {2D-SDF-SLAM: {A} signed distance function based {SLAM} frontend for
laser scanners},
booktitle = {2015 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2015, Hamburg, Germany, September 28 - October 2,
2015},
pages = {1949--1955},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IROS.2015.7353633},
doi = {10.1109/IROS.2015.7353633},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/FosselTS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SahraeiERCTW15,
author = {Bijan Ranjbar Sahraei and
Julia Efremova and
Hossein Rahmani and
Toon Calders and
Karl Tuyls and
Gerhard Weiss},
editor = {Albert Bifet and
Michael May and
Bianca Zadrozny and
Ricard Gavald{\`{a}} and
Dino Pedreschi and
Francesco Bonchi and
Jaime S. Cardoso and
Myra Spiliopoulou},
title = {HiDER: Query-Driven Entity Resolution for Historical Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9286},
pages = {281--284},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23461-8\_30},
doi = {10.1007/978-3-319-23461-8\_30},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SahraeiERCTW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/taros/BroeckerCTSH15,
author = {Bastian Broecker and
Ipek Caliskanelli and
Karl Tuyls and
Elizabeth I. Sklar and
Daniel Hennes},
editor = {Clare Dixon and
Karl Tuyls},
title = {Hybrid Insect-Inspired Multi-Robot Coverage in Complex Environments},
booktitle = {Towards Autonomous Robotic Systems - 16th Annual Conference, {TAROS}
2015, Liverpool, UK, September 8-10, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9287},
pages = {56--68},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-22416-9\_8},
doi = {10.1007/978-3-319-22416-9\_8},
timestamp = {Sat, 19 Oct 2019 20:07:36 +0200},
biburl = {https://dblp.org/rec/conf/taros/BroeckerCTSH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/EfremovaSROCTW15,
author = {Julia Efremova and
Bijan Ranjbar Sahraei and
Hossein Rahmani and
Frans A. Oliehoek and
Toon Calders and
Karl Tuyls and
Gerhard Weiss},
editor = {Gerrit Bloothooft and
Peter Christen and
Kees Mandemakers and
Marijn Schraagen},
title = {Multi-Source Entity Resolution for Genealogical Data},
booktitle = {Population Reconstruction},
pages = {129--154},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19884-2\_7},
doi = {10.1007/978-3-319-19884-2\_7},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/daglib/p/EfremovaSROCTW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/taros/2015,
editor = {Clare Dixon and
Karl Tuyls},
title = {Towards Autonomous Robotic Systems - 16th Annual Conference, {TAROS}
2015, Liverpool, UK, September 8-10, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9287},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-22416-9},
doi = {10.1007/978-3-319-22416-9},
isbn = {978-3-319-22415-2},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/taros/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aamas/MihaylovTN14,
author = {Mihail Mihaylov and
Karl Tuyls and
Ann Now{\'{e}}},
title = {A decentralized approach for convention emergence in multi-agent systems},
journal = {Auton. Agents Multi Agent Syst.},
volume = {28},
number = {5},
pages = {749--778},
year = {2014},
url = {https://doi.org/10.1007/s10458-013-9240-2},
doi = {10.1007/S10458-013-9240-2},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aamas/MihaylovTN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/Bou-AmmarCTW14,
author = {Haitham Bou{-}Ammar and
Siqi Chen and
Karl Tuyls and
Gerhard Weiss},
title = {Automated Transfer for Reinforcement Learning Tasks},
journal = {K{\"{u}}nstliche Intell.},
volume = {28},
number = {1},
pages = {7--14},
year = {2014},
url = {https://doi.org/10.1007/s13218-013-0286-8},
doi = {10.1007/S13218-013-0286-8},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ki/Bou-AmmarCTW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/ChenBTW14,
author = {Siqi Chen and
Haitham Bou{-}Ammar and
Karl Tuyls and
Gerhard Weiss},
title = {Transfer for Automated Negotiation},
journal = {K{\"{u}}nstliche Intell.},
volume = {28},
number = {1},
pages = {21--27},
year = {2014},
url = {https://doi.org/10.1007/s13218-013-0284-x},
doi = {10.1007/S13218-013-0284-X},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ki/ChenBTW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SahraeiBBTW14,
author = {Bijan Ranjbar Sahraei and
Haitham Bou{-}Ammar and
Daan Bloembergen and
Karl Tuyls and
Gerhard Weiss},
editor = {Carla E. Brodley and
Peter Stone},
title = {Theory of Cooperation in Complex Social Networks},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {1471--1477},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8890},
doi = {10.1609/AAAI.V28I1.8890},
timestamp = {Mon, 04 Sep 2023 15:06:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SahraeiBBTW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alia/BloembergenCT14,
author = {Daan Bloembergen and
Ipek Caliskanelli and
Karl Tuyls},
editor = {Christopher James Headleand and
William John Teahan and
Llyr ap Cenydd},
title = {Learning in Networked Interactions: {A} Replicator Dynamics Approach},
booktitle = {Artificial Life and Intelligent Agents - First International Symposium,
{ALIA} 2014, Bangor, UK, November 5-6, 2014. Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {519},
pages = {44--58},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-18084-7\_4},
doi = {10.1007/978-3-319-18084-7\_4},
timestamp = {Fri, 02 Nov 2018 09:36:40 +0100},
biburl = {https://dblp.org/rec/conf/alia/BloembergenCT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alia/ClaesT14,
author = {Daniel Claes and
Karl Tuyls},
editor = {Christopher James Headleand and
William John Teahan and
Llyr ap Cenydd},
title = {Human Robot-Team Interaction - Towards the Factory of the Future},
booktitle = {Artificial Life and Intelligent Agents - First International Symposium,
{ALIA} 2014, Bangor, UK, November 5-6, 2014. Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {519},
pages = {61--72},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-18084-7\_5},
doi = {10.1007/978-3-319-18084-7\_5},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/alia/ClaesT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alia/CaliskanelliBT14,
author = {Ipek Caliskanelli and
Bastian Broecker and
Karl Tuyls},
editor = {Christopher James Headleand and
William John Teahan and
Llyr ap Cenydd},
title = {Multi-Robot Coverage: {A} Bee Pheromone Signalling Approach},
booktitle = {Artificial Life and Intelligent Agents - First International Symposium,
{ALIA} 2014, Bangor, UK, November 5-6, 2014. Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {519},
pages = {124--140},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-18084-7\_10},
doi = {10.1007/978-3-319-18084-7\_10},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/alia/CaliskanelliBT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alife/SahraeiBAT014,
author = {Bijan Ranjbar Sahraei and
Dean Bloembergen and
Haitham Ammar and
Karl Tuyls and
Gerhard Weiss},
title = {Effects of Evolution on the Emergence of Scale Free Networks},
booktitle = {Fourteenth International Conference on the Simulation and Synthesis
of Living Systems, {ALIFE} 2014, New York, NY, USA, July 30 - August
2, 2014},
pages = {376--383},
publisher = {{MIT} Press},
year = {2014},
url = {https://doi.org/10.7551/978-0-262-32621-6-ch060},
doi = {10.7551/978-0-262-32621-6-CH060},
timestamp = {Sun, 03 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/alife/SahraeiBAT014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alife/AlersTSC014,
author = {Sjriek Alers and
Karl Tuyls and
Bijan Ranjbar Sahraei and
Daniel Claes and
Gerhard Weiss},
title = {Insect-Inspired Robot Coordination: Foraging and Coverage},
booktitle = {Fourteenth International Conference on the Simulation and Synthesis
of Living Systems, {ALIFE} 2014, New York, NY, USA, July 30 - August
2, 2014},
pages = {761--768},
publisher = {{MIT} Press},
year = {2014},
url = {https://doi.org/10.7551/978-0-262-32621-6-ch123},
doi = {10.7551/978-0-262-32621-6-CH123},
timestamp = {Sun, 03 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/alife/AlersTSC014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ChenZWT14,
author = {Siqi Chen and
Shuang Zhou and
Gerhard Weiss and
Karl Tuyls},
editor = {Naoki Fukuta and
Takayuki Ito and
Minjie Zhang and
Katsuhide Fujita and
Valentin Robu},
title = {Using Transfer Learning to Model Unknown Opponents in Automated Negotiations},
booktitle = {Recent Advances in Agent-based Complex Automated Negotiation [revised
and extended papers from the 7th International Workshop on Agent-based
Complex Automated Negotiation, {ACAN} 2014, Paris, France, May 2014]},
series = {Studies in Computational Intelligence},
volume = {638},
pages = {175--192},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-30307-9\_11},
doi = {10.1007/978-3-319-30307-9\_11},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/ChenZWT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/SahraeiBBTW14,
author = {Bijan Ranjbar Sahraei and
Haitham Bou{-}Ammar and
Daan Bloembergen and
Karl Tuyls and
Gerhard Weiss},
editor = {Ana L. C. Bazzan and
Michael N. Huhns and
Alessio Lomuscio and
Paul Scerri},
title = {Evolution of cooperation in arbitrary complex networks},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '14, Paris, France, May 5-9, 2014},
pages = {677--684},
publisher = {{IFAAMAS/ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2615841},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/SahraeiBBTW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/AlersCFHT14,
author = {Sjriek Alers and
Daniel Claes and
Joscha{-}David Fossel and
Daniel Hennes and
Karl Tuyls},
editor = {Ana L. C. Bazzan and
Michael N. Huhns and
Alessio Lomuscio and
Paul Scerri},
title = {Applied robotics: precision placement in RoboCup@Work},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '14, Paris, France, May 5-9, 2014},
pages = {1681--1682},
publisher = {{IFAAMAS/ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2616123},
timestamp = {Thu, 25 Sep 2014 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/AlersCFHT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/AlersCTW14,
author = {Sjriek Alers and
Daniel Claes and
Karl Tuyls and
Gerhard Weiss},
editor = {Ana L. C. Bazzan and
Michael N. Huhns and
Alessio Lomuscio and
Paul Scerri},
title = {Biologically inspired multi-robot foraging},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '14, Paris, France, May 5-9, 2014},
pages = {1683--1684},
publisher = {{IFAAMAS/ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2616124},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/AlersCTW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/BloembergenSBTW14,
author = {Daan Bloembergen and
Bijan Ranjbar Sahraei and
Haitham Bou{-}Ammar and
Karl Tuyls and
Gerhard Weiss},
editor = {Torsten Schaub and
Gerhard Friedrich and
Barry O'Sullivan},
title = {Influencing Social Networks: An Optimal Control Study},
booktitle = {{ECAI} 2014 - 21st European Conference on Artificial Intelligence,
18-22 August 2014, Prague, Czech Republic - Including Prestigious
Applications of Intelligent Systems {(PAIS} 2014)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {263},
pages = {105--110},
publisher = {{IOS} Press},
year = {2014},
url = {https://doi.org/10.3233/978-1-61499-419-0-105},
doi = {10.3233/978-1-61499-419-0-105},
timestamp = {Mon, 19 Jun 2023 16:36:09 +0200},
biburl = {https://dblp.org/rec/conf/ecai/BloembergenSBTW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/ChenHWTL14,
author = {Siqi Chen and
Jianye Hao and
Gerhard Weiss and
Karl Tuyls and
Ho{-}fung Leung},
editor = {Torsten Schaub and
Gerhard Friedrich and
Barry O'Sullivan},
title = {Spatial evolutionary game-theoretic perspective on agent-based complex
negotiations},
booktitle = {{ECAI} 2014 - 21st European Conference on Artificial Intelligence,
18-22 August 2014, Prague, Czech Republic - Including Prestigious
Applications of Intelligent Systems {(PAIS} 2014)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {263},
pages = {983--984},
publisher = {{IOS} Press},
year = {2014},
url = {https://doi.org/10.3233/978-1-61499-419-0-983},
doi = {10.3233/978-1-61499-419-0-983},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/ChenHWTL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ki/ChenHWTL14,
author = {Siqi Chen and
Jianye Hao and
Gerhard Weiss and
Karl Tuyls and
Ho{-}fung Leung},
editor = {Carsten Lutz and
Michael Thielscher},
title = {Evaluating Practical Automated Negotiation Based on Spatial Evolutionary
Game Theory},
booktitle = {{KI} 2014: Advances in Artificial Intelligence - 37th Annual German
Conference on AI, Stuttgart, Germany, September 22-26, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8736},
pages = {147--158},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11206-0\_15},
doi = {10.1007/978-3-319-11206-0\_15},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ki/ChenHWTL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/RahmaniSWT14,
author = {Hossein Rahmani and
Bijan Ranjbar Sahraei and
Gerhard Weiss and
Karl Tuyls},
editor = {Thomas Seidl and
Marwan Hassani and
Christian Beecks},
title = {Contextual Entity Resolution Approach for Genealogical Data},
booktitle = {Proceedings of the 16th {LWA} Workshops: KDML, {IR} and FGWM, Aachen,
Germany, September 8-10, 2014},
series = {{CEUR} Workshop Proceedings},
volume = {1226},
pages = {168--179},
publisher = {CEUR-WS.org},
year = {2014},
url = {https://ceur-ws.org/Vol-1226/paper28.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:37 +0100},
biburl = {https://dblp.org/rec/conf/lwa/RahmaniSWT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mates/HaoCWLT14,
author = {Jianye Hao and
Siqi Chen and
Gerhard Weiss and
Ho{-}fung Leung and
Karl Tuyls},
editor = {J{\"{o}}rg P. M{\"{u}}ller and
Michael Weyrich and
Ana L. C. Bazzan},
title = {Robustness Analysis of Negotiation Strategies through Multiagent Learning
in Repeated Negotiation Games},
booktitle = {Multiagent System Technologies - 12th German Conference, {MATES} 2014,
Stuttgart, Germany, September 23-25, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8732},
pages = {41--56},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11584-9\_4},
doi = {10.1007/978-3-319-11584-9\_4},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mates/HaoCWLT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/robocup/BroeckerCFT14,
author = {Bastian Broecker and
Daniel Claes and
Joscha{-}David Fossel and
Karl Tuyls},
editor = {Reinaldo A. C. Bianchi and
H. Levent Akin and
Subramanian Ramamoorthy and
Komei Sugiura},
title = {Winning the RoboCup@Work 2014 Competition: The smARTLab Approach},
booktitle = {RoboCup 2014: Robot World Cup {XVIII} [papers from the 18th Annual
RoboCup International Symposium, Jo{\~{a}}o Pessoa, Brazil, July 15},
series = {Lecture Notes in Computer Science},
volume = {8992},
pages = {142--154},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-18615-3\_12},
doi = {10.1007/978-3-319-18615-3\_12},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/robocup/BroeckerCFT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JongUT14,
author = {Steven de Jong and
Simon Uyttendaele and
Karl Tuyls},
title = {Learning to Reach Agreement in a Continuous Ultimatum Game},
journal = {CoRR},
volume = {abs/1401.3465},
year = {2014},
url = {http://arxiv.org/abs/1401.3465},
eprinttype = {arXiv},
eprint = {1401.3465},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JongUT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/AlersBCFHT13,
author = {Sjriek Alers and
Daan Bloembergen and
Daniel Claes and
Joscha{-}David Fossel and
Daniel Hennes and
Karl Tuyls},
title = {Telepresence Robots as a Research Platform for {AI}},
booktitle = {Designing Intelligent Robots: Reintegrating {AI} II, Papers from the
2013 {AAAI} Spring Symposium, Palo Alto, California, USA, March 25-27,
2013},
series = {{AAAI} Technical Report},
volume = {{SS-13-04}},
publisher = {{AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/SSS/SSS13/paper/view/5778},
timestamp = {Mon, 09 Sep 2013 15:13:13 +0200},
biburl = {https://dblp.org/rec/conf/aaaiss/AlersBCFHT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ChenBTW13,
author = {Siqi Chen and
Haitham Bou{-}Ammar and
Karl Tuyls and
Gerhard Weiss},
editor = {Maria L. Gini and
Onn Shehory and
Takayuki Ito and
Catholijn M. Jonker},
title = {Optimizing complex automated negotiation using sparse pseudo-input
gaussian processes},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '13, Saint Paul, MN, USA, May 6-10, 2013},
pages = {707--714},
publisher = {{IFAAMAS}},
year = {2013},
url = {http://dl.acm.org/citation.cfm?id=2485032},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/ChenBTW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/SahraeiWT13,
author = {Bijan Ranjbar Sahraei and
Gerhard Weiss and
Karl Tuyls},
editor = {Maria L. Gini and
Onn Shehory and
Takayuki Ito and
Catholijn M. Jonker},
title = {A macroscopic model for multi-robot stigmergic coverage},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '13, Saint Paul, MN, USA, May 6-10, 2013},
pages = {1233--1234},
publisher = {{IFAAMAS}},
year = {2013},
url = {http://dl.acm.org/citation.cfm?id=2485159},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/SahraeiWT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/FosselHACT13,
author = {Joscha{-}David Fossel and
Daniel Hennes and
Sjriek Alers and
Daniel Claes and
Karl Tuyls},
editor = {Maria L. Gini and
Onn Shehory and
Takayuki Ito and
Catholijn M. Jonker},
title = {OctoSLAM: a 3D mapping approach to situational awareness of unmanned
aerial vehicles},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '13, Saint Paul, MN, USA, May 6-10, 2013},
pages = {1363--1364},
publisher = {{IFAAMAS}},
year = {2013},
url = {http://dl.acm.org/citation.cfm?id=2485226},
timestamp = {Fri, 28 Jun 2013 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/FosselHACT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/SahraeiATW13,
author = {Bijan Ranjbar Sahraei and
Sjriek Alers and
Karl Tuyls and
Gerhard Weiss},
editor = {Maria L. Gini and
Onn Shehory and
Takayuki Ito and
Catholijn M. Jonker},
title = {StiCo in action},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '13, Saint Paul, MN, USA, May 6-10, 2013},
pages = {1403--1404},
publisher = {{IFAAMAS}},
year = {2013},
url = {http://dl.acm.org/citation.cfm?id=2485246},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/SahraeiATW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecal/SahraeiSTW13,
author = {Bijan Ranjbar Sahraei and
Katerina Stankova and
Karl Tuyls and
Gerhard Weiss},
editor = {Pietro Li{\`{o}} and
Orazio Miglino and
Giuseppe Nicosia and
Stefano Nolfi and
Mario Pavone},
title = {Stackelberg-based Coverage Approach in Nonconvex Environments},
booktitle = {Proceedings of the Twelfth European Conference on the Synthesis and
Simulation of Living Systems: Advances in Artificial Life, {ECAL}
2013, Sicily, Italy, September 2-6, 2013},
pages = {462--469},
publisher = {{MIT} Press},
year = {2013},
url = {https://doi.org/10.7551/978-0-262-31709-2-ch066},
doi = {10.7551/978-0-262-31709-2-CH066},
timestamp = {Thu, 07 Jul 2022 14:54:16 +0200},
biburl = {https://dblp.org/rec/conf/ecal/SahraeiSTW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecal/AlersSMTW13,
author = {Sjriek Alers and
Bijan Ranjbar Sahraei and
Stefan May and
Karl Tuyls and
Gerhard Weiss},
editor = {Pietro Li{\`{o}} and
Orazio Miglino and
Giuseppe Nicosia and
Stefano Nolfi and
Mario Pavone},
title = {Evaluation of an Experimental Framework for Exploiting Vision in Swarm
Robotics},
booktitle = {Proceedings of the Twelfth European Conference on the Synthesis and
Simulation of Living Systems: Advances in Artificial Life, {ECAL}
2013, Sicily, Italy, September 2-6, 2013},
pages = {775--782},
publisher = {{MIT} Press},
year = {2013},
url = {https://doi.org/10.7551/978-0-262-31709-2-ch111},
doi = {10.7551/978-0-262-31709-2-CH111},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecal/AlersSMTW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icira/ClaesFBHT13,
author = {Daniel Claes and
Joscha{-}David Fossel and
Bastian Broecker and
Daniel Hennes and
Karl Tuyls},
editor = {Jangmyung Lee and
Min Cheol Lee and
Honghai Liu and
Jee{-}Hwan Ryu},
title = {Development of an Autonomous RC-car},
booktitle = {Intelligent Robotics and Applications - 6th International Conference,
{ICIRA} 2013, Busan, South Korea, September 25-28, 2013, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8103},
pages = {108--120},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40849-6\_10},
doi = {10.1007/978-3-642-40849-6\_10},
timestamp = {Fri, 05 Mar 2021 11:49:33 +0100},
biburl = {https://dblp.org/rec/conf/icira/ClaesFBHT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmech/ChamiBVTW13,
author = {Mohammad Chami and
Haitham Bou{-}Ammar and
Holger Voos and
Karl Tuyls and
Gerhard Weiss},
title = {Swarm-based evaluation of nonparametric SysML mechatronics system
design},
booktitle = {{IEEE} International Conference on Mechatronics, {ICM} 2013, Vicenza,
VI, Italy, February 27 - March 1, 2013},
pages = {436--441},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICMECH.2013.6518576},
doi = {10.1109/ICMECH.2013.6518576},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmech/ChamiBVTW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChenBTW13,
author = {Siqi Chen and
Haitham Bou{-}Ammar and
Karl Tuyls and
Gerhard Weiss},
editor = {Francesca Rossi},
title = {Conditional Restricted Boltzmann Machines for Negotiations in Highly
Competitive and Complex Domains},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {69--75},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6627},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/ChenBTW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Bou-AmmarMTDTW13,
author = {Haitham Bou{-}Ammar and
Decebal Constantin Mocanu and
Matthew E. Taylor and
Kurt Driessens and
Karl Tuyls and
Gerhard Weiss},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Automatically Mapped Transfer between Reinforcement Learning Tasks
via Three-Way Restricted Boltzmann Machines},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8189},
pages = {449--464},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40991-2\_29},
doi = {10.1007/978-3-642-40991-2\_29},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Bou-AmmarMTDTW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/robocup/AlersCFHTW13,
author = {Sjriek Alers and
Daniel Claes and
Joscha{-}David Fossel and
Daniel Hennes and
Karl Tuyls and
Gerhard Weiss},
editor = {Sven Behnke and
Manuela M. Veloso and
Arnoud Visser and
Rong Xiong},
title = {How to Win RoboCup@Work? - The Swarmlab@Work Approach Revealed},
booktitle = {RoboCup 2013: Robot World Cup {XVII} [papers from the 17th Annual
RoboCup International Symposium, Eindhoven, The Netherlands, July
1, 2013]},
series = {Lecture Notes in Computer Science},
volume = {8371},
pages = {147--158},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-662-44468-9\_14},
doi = {10.1007/978-3-662-44468-9\_14},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/robocup/AlersCFHTW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/advcs/LemmensT12,
author = {Nyree Lemmens and
Karl Tuyls},
title = {Stigmergic Landmark Optimization},
journal = {Adv. Complex Syst.},
volume = {15},
number = {8},
year = {2012},
url = {https://doi.org/10.1142/S0219525911500251},
doi = {10.1142/S0219525911500251},
timestamp = {Thu, 08 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/advcs/LemmensT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/TuylsW12,
author = {Karl Tuyls and
Gerhard Weiss},
title = {Multiagent Learning: Basics, Challenges, and Prospects},
journal = {{AI} Mag.},
volume = {33},
number = {3},
pages = {41--52},
year = {2012},
url = {https://doi.org/10.1609/aimag.v33i3.2426},
doi = {10.1609/AIMAG.V33I3.2426},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aim/TuylsW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entcom/WinandsBT12,
author = {Mark H. M. Winands and
Yngvi Bj{\"{o}}rnsson and
Karl Tuyls},
title = {Preface for the special issue on Games and {AI}},
journal = {Entertain. Comput.},
volume = {3},
number = {3},
pages = {49--50},
year = {2012},
url = {https://doi.org/10.1016/j.entcom.2012.07.001},
doi = {10.1016/J.ENTCOM.2012.07.001},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entcom/WinandsBT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcnds/MihaylovBTN12,
author = {Mihail Mihaylov and
Yann{-}A{\"{e}}l Le Borgne and
Karl Tuyls and
Ann Now{\'{e}}},
title = {Decentralised reinforcement learning for energy-efficient scheduling
in wireless sensor networks},
journal = {Int. J. Commun. Networks Distributed Syst.},
volume = {9},
number = {3/4},
pages = {207--224},
year = {2012},
url = {https://doi.org/10.1504/IJCNDS.2012.048871},
doi = {10.1504/IJCNDS.2012.048871},
timestamp = {Fri, 15 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcnds/MihaylovBTN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aamas/HennesCMT12,
author = {Daniel Hennes and
Daniel Claes and
Wim Meeussen and
Karl Tuyls},
editor = {Wiebe van der Hoek and
Lin Padgham and
Vincent Conitzer and
Michael Winikoff},
title = {Multi-robot collision avoidance with localization uncertainty},
booktitle = {International Conference on Autonomous Agents and Multiagent Systems,
{AAMAS} 2012, Valencia, Spain, June 4-8, 2012 {(3} Volumes)},
pages = {147--154},
publisher = {{IFAAMAS}},
year = {2012},
url = {http://dl.acm.org/citation.cfm?id=2343597},
timestamp = {Thu, 19 Mar 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aamas/HennesCMT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aamas/Bou-AmmarTTDW12,
author = {Haitham Bou{-}Ammar and
Karl Tuyls and
Matthew E. Taylor and
Kurt Driessens and
Gerhard Weiss},
editor = {Wiebe van der Hoek and
Lin Padgham and
Vincent Conitzer and
Michael Winikoff},
title = {Reinforcement learning transfer via sparse coding},
booktitle = {International Conference on Autonomous Agents and Multiagent Systems,
{AAMAS} 2012, Valencia, Spain, June 4-8, 2012 {(3} Volumes)},
pages = {383--390},
publisher = {{IFAAMAS}},
year = {2012},
url = {http://dl.acm.org/citation.cfm?id=2343631},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aamas/Bou-AmmarTTDW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aamas/KaisersBT12,
author = {Michael Kaisers and
Daan Bloembergen and
Karl Tuyls},
editor = {Wiebe van der Hoek and
Lin Padgham and
Vincent Conitzer and
Michael Winikoff},
title = {A common gradient in multi-agent reinforcement learning},
booktitle = {International Conference on Autonomous Agents and Multiagent Systems,
{AAMAS} 2012, Valencia, Spain, June 4-8, 2012 {(3} Volumes)},
pages = {1393--1394},
publisher = {{IFAAMAS}},
year = {2012},
url = {http://dl.acm.org/citation.cfm?id=2344023},
timestamp = {Thu, 19 Mar 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aamas/KaisersBT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aamas/AlersBBHT12,
author = {Sjriek Alers and
Daan Bloembergen and
Max B{\"{u}}gler and
Daniel Hennes and
Karl Tuyls},
editor = {Wiebe van der Hoek and
Lin Padgham and
Vincent Conitzer and
Michael Winikoff},
title = {{MITRO:} an augmented mobile telepresence robot with assisted control
(demonstration)},
booktitle = {International Conference on Autonomous Agents and Multiagent Systems,
{AAMAS} 2012, Valencia, Spain, June 4-8, 2012 {(3} Volumes)},
pages = {1475--1476},
publisher = {{IFAAMAS}},
year = {2012},
url = {http://dl.acm.org/citation.cfm?id=2344068},
timestamp = {Thu, 19 Mar 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aamas/AlersBBHT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aamas/ClaesHMT12,
author = {Daniel Claes and
Daniel Hennes and
Wim Meeussen and
Karl Tuyls},
editor = {Wiebe van der Hoek and
Lin Padgham and
Vincent Conitzer and
Michael Winikoff},
title = {{CALU:} collision avoidance with localization uncertainty (demonstration)},
booktitle = {International Conference on Autonomous Agents and Multiagent Systems,
{AAMAS} 2012, Valencia, Spain, June 4-8, 2012 {(3} Volumes)},
pages = {1495--1496},
publisher = {{IFAAMAS}},
year = {2012},
url = {http://dl.acm.org/citation.cfm?id=2344078},
timestamp = {Thu, 19 Mar 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aamas/ClaesHMT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/HennesBKTP12,
author = {Daniel Hennes and
Daan Bloembergen and
Michael Kaisers and
Karl Tuyls and
Simon Parsons},
editor = {Terence Soule and
Jason H. Moore},
title = {Evolutionary advantage of foresight in markets},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '12, Philadelphia,
PA, USA, July 7-11, 2012},
pages = {943--950},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2330163.2330294},
doi = {10.1145/2330163.2330294},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/HennesBKTP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/ClaesHTM12,
author = {Daniel Claes and
Daniel Hennes and
Karl Tuyls and
Wim Meeussen},
title = {Collision avoidance under bounded localization uncertainty},
booktitle = {2012 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2012, Vilamoura, Algarve, Portugal, October 7-12,
2012},
pages = {1192--1198},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IROS.2012.6386125},
doi = {10.1109/IROS.2012.6386125},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/ClaesHTM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mates/Bou-AmmarTK12,
author = {Haitham Bou{-}Ammar and
Karl Tuyls and
Michael Kaisers},
editor = {Ingo J. Timm and
Christian Guttmann},
title = {Evolutionary Dynamics of Ant Colony Optimization},
booktitle = {Multiagent System Technologies - 10th German Conference, {MATES} 2012,
Trier, Germany, October 10-12, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7598},
pages = {40--52},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33690-4\_6},
doi = {10.1007/978-3-642-33690-4\_6},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/mates/Bou-AmmarTK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mates/NeumannTK12,
author = {Marcel Neumann and
Karl Tuyls and
Michael Kaisers},
editor = {Ingo J. Timm and
Christian Guttmann},
title = {Using Time as a Strategic Element in Continuous Double Auctions},
booktitle = {Multiagent System Technologies - 10th German Conference, {MATES} 2012,
Trier, Germany, October 10-12, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7598},
pages = {106--115},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33690-4\_11},
doi = {10.1007/978-3-642-33690-4\_11},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mates/NeumannTK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/eumas/2011,
editor = {Massimo Cossentino and
Michael Kaisers and
Karl Tuyls and
Gerhard Weiss},
title = {Multi-Agent Systems - 9th European Workshop, {EUMAS} 2011, Maastricht,
The Netherlands, November 14-15, 2011. Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7541},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34799-3},
doi = {10.1007/978-3-642-34799-3},
isbn = {978-3-642-34798-6},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eumas/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aamas/JongT11,
author = {Steven de Jong and
Karl Tuyls},
title = {Human-inspired computational fairness},
journal = {Auton. Agents Multi Agent Syst.},
volume = {22},
number = {1},
pages = {103--126},
year = {2011},
url = {https://doi.org/10.1007/s10458-010-9122-9},
doi = {10.1007/S10458-010-9122-9},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aamas/JongT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KaisersT11,
author = {Michael Kaisers and
Karl Tuyls},
title = {FAQ-Learning in Matrix Games: Demonstrating Convergence Near Nash
Equilibria, and Bifurcation of Attractors in the Battle of Sexes},
booktitle = {Interactive Decision Theory and Game Theory, Papers from the 2011
{AAAI} Workshop, San Francisco, California, USA, August 8, 2011},
series = {{AAAI} Technical Report},
volume = {{WS-11-13}},
publisher = {{AAAI}},
year = {2011},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW11/paper/view/3950},
timestamp = {Tue, 05 Sep 2023 08:59:27 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KaisersT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/MihaylovBTN11,
author = {Mihail Mihaylov and
Yann{-}A{\"{e}}l Le Borgne and
Karl Tuyls and
Ann Now{\'{e}}},
editor = {Liz Sonenberg and
Peter Stone and
Kagan Tumer and
Pinar Yolum},
title = {Distributed cooperation in wireless sensor networks},
booktitle = {10th International Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2011), Taipei, Taiwan, May 2-6, 2011, Volume 1-3},
pages = {249--256},
publisher = {{IFAAMAS}},
year = {2011},
url = {http://portal.acm.org/citation.cfm?id=2030506\&\#38;CFID=69153967\&\#38;CFTOKEN=38069692},
timestamp = {Fri, 18 Nov 2011 09:09:28 +0100},
biburl = {https://dblp.org/rec/conf/atal/MihaylovBTN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/JongHTG11,
author = {Steven de Jong and
Daniel Hennes and
Karl Tuyls and
Ya'akov (Kobi) Gal},
editor = {Liz Sonenberg and
Peter Stone and
Kagan Tumer and
Pinar Yolum},
title = {Metastrategies in the Colored Trails game},
booktitle = {10th International Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2011), Taipei, Taiwan, May 2-6, 2011, Volume 1-3},
pages = {551--558},
publisher = {{IFAAMAS}},
year = {2011},
url = {http://portal.acm.org/citation.cfm?id=2031696\&\#38;CFID=54178199\&\#38;CFTOKEN=61392764},
timestamp = {Fri, 18 Nov 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/JongHTG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/BloembergenKT11,
author = {Daan Bloembergen and
Michael Kaisers and
Karl Tuyls},
editor = {Liz Sonenberg and
Peter Stone and
Kagan Tumer and
Pinar Yolum},
title = {Empirical and theoretical support for lenient learning},
booktitle = {10th International Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2011), Taipei, Taiwan, May 2-6, 2011, Volume 1-3},
pages = {1105--1106},
publisher = {{IFAAMAS}},
year = {2011},
url = {http://portal.acm.org/citation.cfm?id=2034440\&\#38;CFID=69154334\&\#38;CFTOKEN=45298625},
timestamp = {Fri, 18 Nov 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/BloembergenKT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/AlersBHJKLTW11,
author = {Sjriek Alers and
Daan Bloembergen and
Daniel Hennes and
Steven de Jong and
Michael Kaisers and
Nyree Lemmens and
Karl Tuyls and
Gerhard Weiss},
editor = {Liz Sonenberg and
Peter Stone and
Kagan Tumer and
Pinar Yolum},
title = {Bee-inspired foraging in an embodied swarm},
booktitle = {10th International Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2011), Taipei, Taiwan, May 2-6, 2011, Volume 1-3},
pages = {1311--1312},
publisher = {{IFAAMAS}},
year = {2011},
url = {http://portal.acm.org/citation.cfm?id=2034541\&\#38;CFID=69154334\&\#38;CFTOKEN=45298625},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/AlersBHJKLTW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eumas/Bou-AmmarTTW11,
author = {Haitham Bou{-}Ammar and
Matthew E. Taylor and
Karl Tuyls and
Gerhard Weiss},
editor = {Massimo Cossentino and
Michael Kaisers and
Karl Tuyls and
Gerhard Weiss},
title = {Reinforcement Learning Transfer Using a Sparse Coded Inter-task Mapping},
booktitle = {Multi-Agent Systems - 9th European Workshop, {EUMAS} 2011, Maastricht,
The Netherlands, November 14-15, 2011. Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7541},
pages = {1--16},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-34799-3\_1},
doi = {10.1007/978-3-642-34799-3\_1},
timestamp = {Tue, 08 Mar 2022 10:12:48 +0100},
biburl = {https://dblp.org/rec/conf/eumas/Bou-AmmarTTW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eumas/KaisersBT11,
author = {Michael Kaisers and
Daan Bloembergen and
Karl Tuyls},
editor = {Massimo Cossentino and
Michael Kaisers and
Karl Tuyls and
Gerhard Weiss},
title = {Multi-agent Learning and the Reinforcement Gradient},
booktitle = {Multi-Agent Systems - 9th European Workshop, {EUMAS} 2011, Maastricht,
The Netherlands, November 14-15, 2011. Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7541},
pages = {145--159},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-34799-3\_10},
doi = {10.1007/978-3-642-34799-3\_10},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eumas/KaisersBT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/MihaylovBNT11,
author = {Mihail Mihaylov and
Yann{-}A{\"{e}}l Le Borgne and
Ann Now{\'{e}} and
Karl Tuyls},
editor = {Joaquim Filipe and
Ana L. N. Fred},
title = {Self-organizing Synchronicity and Desynchronicity using Reinforcement
Learning},
booktitle = {{ICAART} 2011 - Proceedings of the 3rd International Conference on
Agents and Artificial Intelligence, Volume 2 - Agents, Rome, Italy,
January 28-30, 2011},
pages = {94--103},
publisher = {SciTePress},
year = {2011},
timestamp = {Fri, 08 Jul 2011 08:36:50 +0200},
biburl = {https://dblp.org/rec/conf/icaart/MihaylovBNT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/MihaylovBTN11,
author = {Mihail Mihaylov and
Yann{-}A{\"{e}}l Le Borgne and
Karl Tuyls and
Ann Now{\'{e}}},
editor = {Joaquim Filipe and
Ana L. N. Fred},
title = {Reinforcement Learning for Self-organizing Wake-Up Scheduling in Wireless
Sensor Networks},
booktitle = {Agents and Artificial Intelligence - Third International Conference,
{ICAART} 2011, Rome, Italy, January, 28-30, 2011. Revised Selected
Papers},
series = {Communications in Computer and Information Science},
volume = {271},
pages = {382--396},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-29966-7\_25},
doi = {10.1007/978-3-642-29966-7\_25},
timestamp = {Tue, 16 Aug 2022 23:04:29 +0200},
biburl = {https://dblp.org/rec/conf/icaart/MihaylovBTN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/AhaBBGDEGGGHIJKKKLMMNPRRRRSSSTMHMN10,
author = {David W. Aha and
Mark S. Boddy and
Vadim Bulitko and
Artur S. d'Avila Garcez and
Prashant Doshi and
Stefan Edelkamp and
Christopher W. Geib and
Piotr J. Gmytrasiewicz and
Robert P. Goldman and
Pascal Hitzler and
Charles L. Isbell Jr. and
Darsana P. Josyula and
Leslie Pack Kaelbling and
Kristian Kersting and
Maithilee Kunda and
Lu{\'{\i}}s C. Lamb and
Bhaskara Marthi and
Keith McGreggor and
Vivi Nastase and
Gregory M. Provan and
Anita Raja and
Ashwin Ram and
Mark O. Riedl and
Stuart Russell and
Ashish Sabharwal and
Jan{-}Georg Smaus and
Gita Sukthankar and
Karl Tuyls and
Ron van der Meyden and
Alon Y. Halevy and
Lilyana Mihalkova and
Sriraam Natarajan},
title = {Reports of the {AAAI} 2010 Conference Workshops},
journal = {{AI} Mag.},
volume = {31},
number = {4},
pages = {95--108},
year = {2010},
url = {https://doi.org/10.1609/aimag.v31i4.2318},
doi = {10.1609/AIMAG.V31I4.2318},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aim/AhaBBGDEGGGHIJKKKLMMNPRRRRSSSTMHMN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/KaisersT10,
author = {Michael Kaisers and
Karl Tuyls},
editor = {Wiebe van der Hoek and
Gal A. Kaminka and
Yves Lesp{\'{e}}rance and
Michael Luck and
Sandip Sen},
title = {Frequency adjusted multi-agent Q-learning},
booktitle = {9th International Conference on Autonomous Agents and Multiagent Systems
{(AAMAS} 2010), Toronto, Canada, May 10-14, 2010, Volume 1-3},
pages = {309--316},
publisher = {{IFAAMAS}},
year = {2010},
url = {https://dl.acm.org/citation.cfm?id=1838250},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/KaisersT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LemmensT10,
author = {Nyree Lemmens and
Karl Tuyls},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Stigmergic landmark routing: a routing algorithm for wireless mobile
ad-hoc networks},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010},
pages = {47--54},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830483.1830491},
doi = {10.1145/1830483.1830491},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/LemmensT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KlosAT10,
author = {Tomas Klos and
Gerrit Jan van Ahee and
Karl Tuyls},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Evolutionary Dynamics of Regret Minimization},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6322},
pages = {82--96},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15883-4\_6},
doi = {10.1007/978-3-642-15883-4\_6},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KlosAT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/PonsenCTRDHP10,
author = {Marc J. V. Ponsen and
Tom Croonenborghs and
Karl Tuyls and
Jan Ramon and
Kurt Driessens and
H. Jaap van den Herik and
Eric O. Postma},
editor = {Robert Babuska and
Frans C. A. Groen},
title = {Learning with Whom to Communicate Using Relational Reinforcement Learning},
booktitle = {Interactive Collaborative Information Systems},
series = {Studies in Computational Intelligence},
volume = {281},
pages = {45--63},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-11688-9\_2},
doi = {10.1007/978-3-642-11688-9\_2},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sci/PonsenCTRDHP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/atal/2009ala,
editor = {Matthew E. Taylor and
Karl Tuyls},
title = {Adaptive and Learning Agents, Second Workshop, {ALA} 2009, Held as
Part of the {AAMAS} 2009 Conference in Budapest, Hungary, May 12,
2009, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5924},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-11814-2},
doi = {10.1007/978-3-642-11814-2},
isbn = {978-3-642-11813-5},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/2009ala.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entcom/PonsenTKR09,
author = {Marc J. V. Ponsen and
Karl Tuyls and
Michael Kaisers and
Jan Ramon},
title = {An evolutionary game-theoretic analysis of poker strategies},
journal = {Entertain. Comput.},
volume = {1},
number = {1},
pages = {39--45},
year = {2009},
url = {https://doi.org/10.1016/j.entcom.2009.09.002},
doi = {10.1016/J.ENTCOM.2009.09.002},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entcom/PonsenTKR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/PonsenTT09,
author = {Marc J. V. Ponsen and
Matthew E. Taylor and
Karl Tuyls},
editor = {Matthew E. Taylor and
Karl Tuyls},
title = {Abstraction and Generalization in Reinforcement Learning: {A} Summary
and Framework},
booktitle = {Adaptive and Learning Agents, Second Workshop, {ALA} 2009, Held as
Part of the {AAMAS} 2009 Conference in Budapest, Hungary, May 12,
2009, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5924},
pages = {1--32},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-11814-2\_1},
doi = {10.1007/978-3-642-11814-2\_1},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/atal/PonsenTT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/KaisersT09,
author = {Michael Kaisers and
Karl Tuyls},
editor = {Matthew E. Taylor and
Karl Tuyls},
title = {Replicator Dynamics for Multi-agent Learning: An Orthogonal Approach},
booktitle = {Adaptive and Learning Agents, Second Workshop, {ALA} 2009, Held as
Part of the {AAMAS} 2009 Conference in Budapest, Hungary, May 12,
2009, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5924},
pages = {49--59},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-11814-2\_3},
doi = {10.1007/978-3-642-11814-2\_3},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/KaisersT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/MihaylovTN09,
author = {Mihail Mihaylov and
Karl Tuyls and
Ann Now{\'{e}}},
editor = {Matthew E. Taylor and
Karl Tuyls},
title = {Decentralized Learning in Wireless Sensor Networks},
booktitle = {Adaptive and Learning Agents, Second Workshop, {ALA} 2009, Held as
Part of the {AAMAS} 2009 Conference in Budapest, Hungary, May 12,
2009, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5924},
pages = {60--73},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-11814-2\_4},
doi = {10.1007/978-3-642-11814-2\_4},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/MihaylovTN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/LemmensT09,
author = {Nyree Lemmens and
Karl Tuyls},
editor = {Carles Sierra and
Cristiano Castelfranchi and
Keith S. Decker and
Jaime Sim{\~{a}}o Sichman},
title = {Stigmergic landmark foraging},
booktitle = {8th International Joint Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2009), Budapest, Hungary, May 10-15, 2009, Volume
1},
pages = {497--504},
publisher = {{IFAAMAS}},
year = {2009},
url = {https://dl.acm.org/citation.cfm?id=1558081},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/LemmensT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/HennesTR09,
author = {Daniel Hennes and
Karl Tuyls and
Matthias Rauterberg},
editor = {Carles Sierra and
Cristiano Castelfranchi and
Keith S. Decker and
Jaime Sim{\~{a}}o Sichman},
title = {State-coupled replicator dynamics},
booktitle = {8th International Joint Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2009), Budapest, Hungary, May 10-15, 2009, Volume
2},
pages = {789--796},
publisher = {{IFAAMAS}},
year = {2009},
url = {https://dl.acm.org/citation.cfm?id=1558120},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/HennesTR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/JongT09,
author = {Steven de Jong and
Karl Tuyls},
editor = {Carles Sierra and
Cristiano Castelfranchi and
Keith S. Decker and
Jaime Sim{\~{a}}o Sichman},
title = {Learning to cooperate in a continuous tragedy of the commons},
booktitle = {8th International Joint Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2009), Budapest, Hungary, May 10-15, 2009, Volume
2},
pages = {1185--1186},
publisher = {{IFAAMAS}},
year = {2009},
url = {https://dl.acm.org/citation.cfm?id=1558204},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/JongT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/PonsenCTRD09,
author = {Marc J. V. Ponsen and
Tom Croonenborghs and
Karl Tuyls and
Jan Ramon and
Kurt Driessens},
editor = {Carles Sierra and
Cristiano Castelfranchi and
Keith S. Decker and
Jaime Sim{\~{a}}o Sichman},
title = {Learning with whom to communicate using relational reinforcement learning},
booktitle = {8th International Joint Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2009), Budapest, Hungary, May 10-15, 2009, Volume
2},
pages = {1221--1222},
publisher = {{IFAAMAS}},
year = {2009},
url = {https://dl.acm.org/citation.cfm?id=1558222},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/PonsenCTRD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/KaisersTPT09,
author = {Michael Kaisers and
Karl Tuyls and
Simon Parsons and
Frank Thuijsman},
editor = {Carles Sierra and
Cristiano Castelfranchi and
Keith S. Decker and
Jaime Sim{\~{a}}o Sichman},
title = {An evolutionary model of multi-agent learning with a varying exploration
rate},
booktitle = {8th International Joint Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2009), Budapest, Hungary, May 10-15, 2009, Volume
2},
pages = {1255--1256},
publisher = {{IFAAMAS}},
year = {2009},
url = {https://dl.acm.org/citation.cfm?id=1558239},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/KaisersTPT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/tf/09/WestraT09,
author = {Ronald L. Westra and
Karl Tuyls},
editor = {Adelinde M. Uhrmacher and
Danny Weyns},
title = {Replicator Dynamics in Discrete and Continuous Strategy Spaces},
booktitle = {Multi-Agent Systems - Simulation and Applications},
series = {Computational Analysis, Synthesis, and Design of Dynamic Systems},
pages = {215--241},
publisher = {{CRC} Press / Taylor {\&} Francis},
year = {2009},
url = {https://doi.org/10.1201/9781420070248.ch7},
doi = {10.1201/9781420070248.CH7},
timestamp = {Fri, 12 Jul 2019 11:02:15 +0200},
biburl = {https://dblp.org/rec/books/tf/09/WestraT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Torben-NielsenTP08,
author = {Ben Torben{-}Nielsen and
Karl Tuyls and
Eric O. Postma},
title = {EvOL-Neuron: Neuronal morphology generation},
journal = {Neurocomputing},
volume = {71},
number = {4-6},
pages = {963--972},
year = {2008},
url = {https://doi.org/10.1016/j.neucom.2007.02.016},
doi = {10.1016/J.NEUCOM.2007.02.016},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/Torben-NielsenTP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/JongUT08,
author = {Steven de Jong and
Simon Uyttendaele and
Karl Tuyls},
title = {Learning to Reach Agreement in a Continuous Ultimatum Game},
journal = {J. Artif. Intell. Res.},
volume = {33},
pages = {551--574},
year = {2008},
url = {https://doi.org/10.1613/jair.2685},
doi = {10.1613/JAIR.2685},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/JongUT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PanaitTL08,
author = {Liviu Panait and
Karl Tuyls and
Sean Luke},
title = {Theoretical Advantages of Lenient Learners: An Evolutionary Game Theoretic
Perspective},
journal = {J. Mach. Learn. Res.},
volume = {9},
pages = {423--457},
year = {2008},
url = {https://dl.acm.org/doi/10.5555/1390681.1390694},
doi = {10.5555/1390681.1390694},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PanaitTL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ker/JongTV08,
author = {Steven de Jong and
Karl Tuyls and
Katja Verbeeck},
title = {Fairness in multi-agent systems},
journal = {Knowl. Eng. Rev.},
volume = {23},
number = {2},
pages = {153--180},
year = {2008},
url = {https://doi.org/10.1017/S026988890800132X},
doi = {10.1017/S026988890800132X},
timestamp = {Thu, 27 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ker/JongTV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PonsenRCDT08,
author = {Marc J. V. Ponsen and
Jan Ramon and
Tom Croonenborghs and
Kurt Driessens and
Karl Tuyls},
editor = {Dieter Fox and
Carla P. Gomes},
title = {Bayes-Relational Learning of Opponent Models from Incomplete Information
in No-Limit Poker},
booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence,
{AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008},
pages = {1485--1486},
publisher = {{AAAI} Press},
year = {2008},
url = {http://www.aaai.org/Library/AAAI/2008/aaai08-244.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PonsenRCDT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/VrancxTW08,
author = {Peter Vrancx and
Karl Tuyls and
Ronald L. Westra},
editor = {Lin Padgham and
David C. Parkes and
J{\"{o}}rg P. M{\"{u}}ller and
Simon Parsons},
title = {Switching dynamics of multi-agent learning},
booktitle = {7th International Joint Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2008), Estoril, Portugal, May 12-16, 2008, Volume
1},
pages = {307--313},
publisher = {{IFAAMAS}},
year = {2008},
url = {https://dl.acm.org/citation.cfm?id=1402430},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/VrancxTW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/JongTV08,
author = {Steven de Jong and
Karl Tuyls and
Katja Verbeeck},
editor = {Lin Padgham and
David C. Parkes and
J{\"{o}}rg P. M{\"{u}}ller and
Simon Parsons},
title = {Artificial agents learning human fairness},
booktitle = {7th International Joint Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2008), Estoril, Portugal, May 12-16, 2008, Volume
2},
pages = {863--870},
publisher = {{IFAAMAS}},
year = {2008},
url = {https://dl.acm.org/citation.cfm?id=1402344},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/JongTV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/HennesTR08,
author = {Daniel Hennes and
Karl Tuyls and
Matthias Rauterberg},
title = {Formalizing Multi-state Learning Dynamics},
booktitle = {Proceedings of the 2008 {IEEE/WIC/ACM} International Conference on
Intelligent Agent Technology, Sydney, NSW, Australia, December 9-12,
2008},
pages = {266--272},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/WIIAT.2008.33},
doi = {10.1109/WIIAT.2008.33},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iat/HennesTR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/KaisersTTP08,
author = {Michael Kaisers and
Karl Tuyls and
Frank Thuijsman and
Simon Parsons},
title = {Auction Analysis by Normal Form Game Approximation},
booktitle = {Proceedings of the 2008 {IEEE/WIC/ACM} International Conference on
Intelligent Agent Technology, Sydney, NSW, Australia, December 9-12,
2008},
pages = {447--450},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/WIIAT.2008.261},
doi = {10.1109/WIIAT.2008.261},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iat/KaisersTTP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip/RauterbergNTL08,
author = {Matthias Rauterberg and
Mark A. Neerincx and
Karl Tuyls and
Jack van Loon},
editor = {Paolo Ciancarini and
Ryohei Nakatsu and
Matthias Rauterberg and
Marco Roccetti},
title = {Entertainment Computing in the Orbit},
booktitle = {New Frontiers for Entertainment Computing - {IFIP} 20th World Computer
Congress, First {IFIP} Entertainment Computing Symposium, {ECS} 2008,
September 7-10, 2008, Milano, Italy},
series = {{IFIP}},
volume = {279},
pages = {59--70},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-0-387-09701-5\_6},
doi = {10.1007/978-0-387-09701-5\_6},
timestamp = {Fri, 27 Mar 2020 08:54:35 +0100},
biburl = {https://dblp.org/rec/conf/ifip/RauterbergNTL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/wiley/TuylsN08,
author = {Karl Tuyls and
Ann Now{\'{e}}},
editor = {Benjamin W. Wah},
title = {Introduction to Game Theory},
booktitle = {Wiley Encyclopedia of Computer Science and Engineering},
publisher = {John Wiley {\&} Sons, Inc.},
year = {2008},
url = {https://doi.org/10.1002/9780470050118.ecse168},
doi = {10.1002/9780470050118.ECSE168},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/wiley/TuylsN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/DonkersT08,
author = {H. H. L. M. Donkers and
Karl Tuyls},
editor = {Arpad Kelemen and
Ajith Abraham and
Yuehui Chen},
title = {Belief Networks for Bioinformatics},
booktitle = {Computational Intelligence in Bioinformatics},
series = {Studies in Computational Intelligence},
volume = {94},
pages = {75--111},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-76803-6\_3},
doi = {10.1007/978-3-540-76803-6\_3},
timestamp = {Wed, 14 Aug 2019 15:22:25 +0200},
biburl = {https://dblp.org/rec/series/sci/DonkersT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aamas/2007,
editor = {Karl Tuyls and
Ann Now{\'{e}} and
Zahia Guessoum and
Daniel Kudenko},
title = {Adaptive Agents and Multi-Agent Systems {III.} Adaptation and Multi-Agent
Learning, 5th, 6th, and 7th European Symposium, {ALAMAS} 2005-2007
on Adaptive and Learning Agents and Multi-Agent Systems, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {4865},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-77949-0},
doi = {10.1007/978-3-540-77949-0},
isbn = {978-3-540-77947-6},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aamas/2007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0803-1555,
author = {Bart Kuijpers and
Vanessa Lemmens and
Bart Moelans and
Karl Tuyls},
title = {Privacy Preserving {ID3} over Horizontally, Vertically and Grid Partitioned
Data},
journal = {CoRR},
volume = {abs/0803.1555},
year = {2008},
url = {http://arxiv.org/abs/0803.1555},
eprinttype = {arXiv},
eprint = {0803.1555},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-0803-1555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aamas/VerbeeckNPT07,
author = {Katja Verbeeck and
Ann Now{\'{e}} and
Johan Parent and
Karl Tuyls},
title = {Exploring selfish reinforcement learning in repeated games with stochastic
rewards},
journal = {Auton. Agents Multi Agent Syst.},
volume = {14},
number = {3},
pages = {239--269},
year = {2007},
url = {https://doi.org/10.1007/s10458-006-9007-0},
doi = {10.1007/S10458-006-9007-0},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aamas/VerbeeckNPT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/TuylsP07,
author = {Karl Tuyls and
Simon Parsons},
title = {What evolutionary game theory tells us about multiagent learning},
journal = {Artif. Intell.},
volume = {171},
number = {7},
pages = {406--416},
year = {2007},
url = {https://doi.org/10.1016/j.artint.2007.01.004},
doi = {10.1016/J.ARTINT.2007.01.004},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/TuylsP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aicom/WestraHBGT07,
author = {Ronald L. Westra and
Goele Hollanders and
Geert Jan Bex and
Marc Gyssens and
Karl Tuyls},
title = {The pattern memory of gene-protein networks},
journal = {{AI} Commun.},
volume = {20},
number = {4},
pages = {297--311},
year = {2007},
url = {http://content.iospress.com/articles/ai-communications/aic409},
timestamp = {Fri, 15 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aicom/WestraHBGT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aamas/JongTVR07,
author = {Steven de Jong and
Karl Tuyls and
Katja Verbeeck and
Nico Roos},
editor = {Karl Tuyls and
Ann Now{\'{e}} and
Zahia Guessoum and
Daniel Kudenko},
title = {Priority Awareness: Towards a Computational Model of Human Fairness
for Multi-agent Systems},
booktitle = {Adaptive Agents and Multi-Agent Systems {III.} Adaptation and Multi-Agent
Learning, 5th, 6th, and 7th European Symposium, {ALAMAS} 2005-2007
on Adaptive and Learning Agents and Multi-Agent Systems, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {4865},
pages = {117--128},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-77949-0\_9},
doi = {10.1007/978-3-540-77949-0\_9},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
biburl = {https://dblp.org/rec/conf/aamas/JongTVR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aamas/LemmensJTN07,
author = {Nyree Lemmens and
Steven de Jong and
Karl Tuyls and
Ann Now{\'{e}}},
editor = {Karl Tuyls and
Ann Now{\'{e}} and
Zahia Guessoum and
Daniel Kudenko},
title = {Bee Behaviour in Multi-agent Systems},
booktitle = {Adaptive Agents and Multi-Agent Systems {III.} Adaptation and Multi-Agent
Learning, 5th, 6th, and 7th European Symposium, {ALAMAS} 2005-2007
on Adaptive and Learning Agents and Multi-Agent Systems, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {4865},
pages = {145--156},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-77949-0\_11},
doi = {10.1007/978-3-540-77949-0\_11},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aamas/LemmensJTN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/PanaitT07,
author = {Liviu Panait and
Karl Tuyls},
editor = {Edmund H. Durfee and
Makoto Yokoo and
Michael N. Huhns and
Onn Shehory},
title = {Theoretical advantages of lenient Q-learners: an evolutionary game
theoretic perspective},
booktitle = {6th International Joint Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2007), Honolulu, Hawaii, USA, May 14-18, 2007},
pages = {40},
publisher = {{IFAAMAS}},
year = {2007},
url = {https://doi.org/10.1145/1329125.1329173},
doi = {10.1145/1329125.1329173},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/PanaitT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cia/HerikHKTV07,
author = {H. Jaap van den Herik and
Daniel Hennes and
Michael Kaisers and
Karl Tuyls and
Katja Verbeeck},
editor = {Matthias Klusch and
Koen V. Hindriks and
Mike P. Papazoglou and
Leon Sterling},
title = {Multi-agent Learning Dynamics: {A} Survey},
booktitle = {Cooperative Information Agents XI, 11th International Workshop, {CIA}
2007, Delft, The Netherlands, September 19-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4676},
pages = {36--56},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-75119-9\_4},
doi = {10.1007/978-3-540-75119-9\_4},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/cia/HerikHKTV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/HollandersBGWT07,
author = {Goele Hollanders and
Geert Jan Bex and
Marc Gyssens and
Ronald L. Westra and
Karl Tuyls},
editor = {Joost N. Kok and
Jacek Koronacki and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Stan Matwin and
Dunja Mladenic and
Andrzej Skowron},
title = {On Phase Transitions in Learning Sparse Networks},
booktitle = {Machine Learning: {ECML} 2007, 18th European Conference on Machine
Learning, Warsaw, Poland, September 17-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4701},
pages = {591--599},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74958-5\_57},
doi = {10.1007/978-3-540-74958-5\_57},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/HollandersBGWT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdecb/2006,
editor = {Karl Tuyls and
Ronald L. Westra and
Yvan Saeys and
Ann Now{\'{e}}},
title = {Knowledge Discovery and Emergent Complexity in Bioinformatics, First
International Workshop, {KDECB} 2006, Ghent, Belgium, May 10, 2006.
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4366},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-71037-0},
doi = {10.1007/978-3-540-71037-0},
isbn = {978-3-540-71036-3},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdecb/2006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aamas/TuylsHV06,
author = {Karl Tuyls and
Pieter Jan't Hoen and
Bram Vanschoenwinkel},
title = {An Evolutionary Dynamical Analysis of Multi-Agent Learning in Iterated
Games},
journal = {Auton. Agents Multi Agent Syst.},
volume = {12},
number = {1},
pages = {115--153},
year = {2006},
url = {https://doi.org/10.1007/s10458-005-3783-9},
doi = {10.1007/S10458-005-3783-9},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aamas/TuylsHV06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cimca/JongTS06,
author = {Steven de Jong and
Karl Tuyls and
Ida G. Sprinkhuizen{-}Kuyper},
title = {Robust and Scalable Coordination of Potential-Field Driven Agents},
booktitle = {2006 International Conference on Computational Intelligence for Modelling
Control and Automation {(CIMCA} 2006), International Conference on
Intelligent Agents, Web Technologies and Internet Commerce {(IAWTIC}
2006), 29 November - 1 December 2006, Sydney, Australia},
pages = {230},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/CIMCA.2006.191},
doi = {10.1109/CIMCA.2006.191},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cimca/JongTS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Torben-NielsenTP06,
author = {Ben Torben{-}Nielsen and
Karl Tuyls and
Eric O. Postma},
title = {Shaping Realistic Neuronal Morphologies: An Evolutionary Computation
Method},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {573--580},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.246733},
doi = {10.1109/IJCNN.2006.246733},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Torben-NielsenTP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdecb/WestraTSN06,
author = {Ronald L. Westra and
Karl Tuyls and
Yvan Saeys and
Ann Now{\'{e}}},
editor = {Karl Tuyls and
Ronald L. Westra and
Yvan Saeys and
Ann Now{\'{e}}},
title = {Knowledge Discovery and Emergent Complexity in Bioinformatics},
booktitle = {Knowledge Discovery and Emergent Complexity in Bioinformatics, First
International Workshop, {KDECB} 2006, Ghent, Belgium, May 10, 2006.
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4366},
pages = {1--9},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-3-540-71037-0\_1},
doi = {10.1007/978-3-540-71037-0\_1},
timestamp = {Mon, 15 Jun 2020 17:00:20 +0200},
biburl = {https://dblp.org/rec/conf/kdecb/WestraTSN06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdecb/Torben-NielsenTP06,
author = {Ben Torben{-}Nielsen and
Karl Tuyls and
Eric O. Postma},
editor = {Karl Tuyls and
Ronald L. Westra and
Yvan Saeys and
Ann Now{\'{e}}},
title = {On the Neuronal Morphology-Function Relationship: {A} Synthetic Approach},
booktitle = {Knowledge Discovery and Emergent Complexity in Bioinformatics, First
International Workshop, {KDECB} 2006, Ghent, Belgium, May 10, 2006.
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4366},
pages = {131--144},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-3-540-71037-0\_9},
doi = {10.1007/978-3-540-71037-0\_9},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdecb/Torben-NielsenTP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdecb/WestraHBGT06,
author = {Ronald L. Westra and
Goele Hollanders and
Geert Jan Bex and
Marc Gyssens and
Karl Tuyls},
editor = {Karl Tuyls and
Ronald L. Westra and
Yvan Saeys and
Ann Now{\'{e}}},
title = {The Identification of Dynamic Gene-Protein Networks},
booktitle = {Knowledge Discovery and Emergent Complexity in Bioinformatics, First
International Workshop, {KDECB} 2006, Ghent, Belgium, May 10, 2006.
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4366},
pages = {157--170},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-3-540-71037-0\_11},
doi = {10.1007/978-3-540-71037-0\_11},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdecb/WestraHBGT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/BexNST06,
author = {Geert Jan Bex and
Frank Neven and
Thomas Schwentick and
Karl Tuyls},
editor = {Umeshwar Dayal and
Kyu{-}Young Whang and
David B. Lomet and
Gustavo Alonso and
Guy M. Lohman and
Martin L. Kersten and
Sang Kyun Cha and
Young{-}Kuk Kim},
title = {Inference of Concise DTDs from {XML} Data},
booktitle = {Proceedings of the 32nd International Conference on Very Large Data
Bases, Seoul, Korea, September 12-15, 2006},
pages = {115--126},
publisher = {{ACM}},
year = {2006},
url = {http://dl.acm.org/citation.cfm?id=1164139},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/BexNST06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/lamas/2005,
editor = {Karl Tuyls and
Pieter Jan't Hoen and
Katja Verbeeck and
Sandip Sen},
title = {Learning and Adaption in Multi-Agent Systems, First International
Workshop, {LAMAS} 2005, Utrecht, The Netherlands, July 25, 2005, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {3898},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11691839},
doi = {10.1007/11691839},
isbn = {3-540-33053-4},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lamas/2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ker/TuylsN05,
author = {Karl Tuyls and
Ann Now{\'{e}}},
title = {Evolutionary game theory and multi-agent reinforcement learning},
journal = {Knowl. Eng. Rev.},
volume = {20},
number = {1},
pages = {63--90},
year = {2005},
url = {https://doi.org/10.1017/S026988890500041X},
doi = {10.1017/S026988890500041X},
timestamp = {Thu, 27 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ker/TuylsN05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aamas/VerbeeckNPT05,
author = {Katja Verbeeck and
Ann Now{\'{e}} and
Maarten Peeters and
Karl Tuyls},
editor = {Daniel Kudenko and
Dimitar Kazakov and
Eduardo Alonso},
title = {Multi-agent Reinforcement Learning in Stochastic Single and Multi-stage
Games},
booktitle = {Adaptive Agents and Multi-Agent Systems {II:} Adaptation and Multi-Agent
Learning},
series = {Lecture Notes in Computer Science},
volume = {3394},
pages = {275--294},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/978-3-540-32274-0\_18},
doi = {10.1007/978-3-540-32274-0\_18},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
biburl = {https://dblp.org/rec/conf/aamas/VerbeeckNPT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/VerbeeckNT05,
author = {Katja Verbeeck and
Ann Now{\'{e}} and
Karl Tuyls},
editor = {Frank Dignum and
Virginia Dignum and
Sven Koenig and
Sarit Kraus and
Munindar P. Singh and
Michael J. Wooldridge},
title = {Coordinated exploration in multi-agent reinforcement learning: an
application to load-balancing},
booktitle = {4th International Joint Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2005), July 25-29, 2005, Utrecht, The Netherlands},
pages = {1105--1106},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1082473.1082645},
doi = {10.1145/1082473.1082645},
timestamp = {Fri, 26 Apr 2019 14:26:42 +0200},
biburl = {https://dblp.org/rec/conf/atal/VerbeeckNT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bnaic/VylderT05,
author = {Bart De Vylder and
Karl Tuyls},
editor = {Katja Verbeeck and
Karl Tuyls and
Ann Now{\'{e}} and
Bernard Manderick and
Bart Kuijpers},
title = {Towards a Common Lexicon in The Naming Game: The Dynamics of Synonymy
Reduction},
booktitle = {{BNAIC} 2005 - Proceedings of the Seventeenth Belgium-Netherlands
Conference on Artificial Intelligence, Brussels, Belgium, October
17-18, 2005},
pages = {112--119},
publisher = {Koninklijke Vlaamse Academie van Belie voor Wetenschappen en Kunsten},
year = {2005},
timestamp = {Thu, 08 Dec 2005 07:17:40 +0100},
biburl = {https://dblp.org/rec/conf/bnaic/VylderT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eumas/TuylsK05,
author = {Karl Tuyls and
Bart Kuijpers},
editor = {Marie{-}Pierre Gleizes and
Gal A. Kaminka and
Ann Now{\'{e}} and
Sascha Ossowski and
Karl Tuyls and
Katja Verbeeck},
title = {Privacy in Multi-Agent Learning: Securely Inducing a Multi-Agent Decision
Tree},
booktitle = {{EUMAS} 2005 - Proceedings of the Third European Workshop on Multi-Agent
Systems, Brussels, Belgium, December 7-8, 2005},
pages = {427--438},
publisher = {Koninklijke Vlaamse Academie van Belie voor Wetenschappen en Kunsten},
year = {2005},
timestamp = {Mon, 07 Oct 2019 16:15:28 +0200},
biburl = {https://dblp.org/rec/conf/eumas/TuylsK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lamas/HoenTPLP05,
author = {Pieter Jan't Hoen and
Karl Tuyls and
Liviu Panait and
Sean Luke and
Johannes A. La Poutr{\'{e}}},
editor = {Karl Tuyls and
Pieter Jan't Hoen and
Katja Verbeeck and
Sandip Sen},
title = {An Overview of Cooperative and Competitive Multiagent Learning},
booktitle = {Learning and Adaption in Multi-Agent Systems, First International
Workshop, {LAMAS} 2005, Utrecht, The Netherlands, July 25, 2005, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {3898},
pages = {1--46},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11691839\_1},
doi = {10.1007/11691839\_1},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/lamas/HoenTPLP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lamas/CroonenborghsTRB05,
author = {Tom Croonenborghs and
Karl Tuyls and
Jan Ramon and
Maurice Bruynooghe},
editor = {Karl Tuyls and
Pieter Jan't Hoen and
Katja Verbeeck and
Sandip Sen},
title = {Multi-agent Relational Reinforcement Learning},
booktitle = {Learning and Adaption in Multi-Agent Systems, First International
Workshop, {LAMAS} 2005, Utrecht, The Netherlands, July 25, 2005, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {3898},
pages = {192--206},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11691839\_12},
doi = {10.1007/11691839\_12},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lamas/CroonenborghsTRB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bnaic/2005,
editor = {Katja Verbeeck and
Karl Tuyls and
Ann Now{\'{e}} and
Bernard Manderick and
Bart Kuijpers},
title = {{BNAIC} 2005 - Proceedings of the Seventeenth Belgium-Netherlands
Conference on Artificial Intelligence, Brussels, Belgium, October
17-18, 2005},
publisher = {Koninklijke Vlaamse Academie van Belie voor Wetenschappen en Kunsten},
year = {2005},
timestamp = {Thu, 08 Dec 2005 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bnaic/2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/eumas/2005,
editor = {Marie{-}Pierre Gleizes and
Gal A. Kaminka and
Ann Now{\'{e}} and
Sascha Ossowski and
Karl Tuyls and
Katja Verbeeck},
title = {{EUMAS} 2005 - Proceedings of the Third European Workshop on Multi-Agent
Systems, Brussels, Belgium, December 7-8, 2005},
publisher = {Koninklijke Vlaamse Academie van Belie voor Wetenschappen en Kunsten},
year = {2005},
timestamp = {Mon, 07 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eumas/2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/synthese/TuylsNLM04,
author = {Karl Tuyls and
Ann Now{\'{e}} and
Tom Lenaerts and
Bernard Manderick},
title = {An Evolutionary Game Theoretic Perspective on Learning in Multi-Agent
Systems},
journal = {Synth.},
volume = {139},
number = {2},
pages = {297--330},
year = {2004},
url = {https://doi.org/10.1023/B:SYNT.0000024908.89191.f1},
doi = {10.1023/B:SYNT.0000024908.89191.F1},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/synthese/TuylsNLM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/HoenT04,
author = {Pieter Jan't Hoen and
Karl Tuyls},
editor = {Jean{-}Fran{\c{c}}ois Boulicaut and
Floriana Esposito and
Fosca Giannotti and
Dino Pedreschi},
title = {Analyzing Multi-agent Reinforcement Learning Using Evolutionary Dynamics},
booktitle = {Machine Learning: {ECML} 2004, 15th European Conference on Machine
Learning, Pisa, Italy, September 20-24, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3201},
pages = {168--179},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30115-8\_18},
doi = {10.1007/978-3-540-30115-8\_18},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/HoenT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/TuylsVL03,
author = {Karl Tuyls and
Katja Verbeeck and
Tom Lenaerts},
title = {A selection-mutation model for q-learning in multi-agent systems},
booktitle = {The Second International Joint Conference on Autonomous Agents {\&}
Multiagent Systems, {AAMAS} 2003, July 14-18, 2003, Melbourne, Victoria,
Australia, Proceedings},
pages = {693--700},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/860575.860687},
doi = {10.1145/860575.860687},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/TuylsVL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ceemas/TuylsVM03,
author = {Karl Tuyls and
Katja Verbeeck and
Sam Maes},
editor = {Vladim{\'{\i}}r Mar{\'{\i}}k and
J{\"{o}}rg P. M{\"{u}}ller and
Michal Pechoucek},
title = {On a Dynamical Analysis of Reinforcement Learning in Games: Emergence
of Occam's Razor},
booktitle = {Multi-Agent Systems and Applications III, 3rd International Central
and Eastern European Conference on Multi-Agent Systems, {CEEMAS} 2003,
Prague, Czech Republic, June 16-18, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2691},
pages = {335--344},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-45023-8\_32},
doi = {10.1007/3-540-45023-8\_32},
timestamp = {Sun, 02 Jun 2019 21:12:34 +0200},
biburl = {https://dblp.org/rec/conf/ceemas/TuylsVM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/TuylsHNM03,
author = {Karl Tuyls and
Dries Heytens and
Ann Now{\'{e}} and
Bernard Manderick},
editor = {Nada Lavrac and
Dragan Gamberger and
Ljupco Todorovski and
Hendrik Blockeel},
title = {Extended Replicator Dynamics as a Key to Reinforcement Learning in
Multi-agent Systems},
booktitle = {Machine Learning: {ECML} 2003, 14th European Conference on Machine
Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2837},
pages = {421--431},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39857-8\_38},
doi = {10.1007/978-3-540-39857-8\_38},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/TuylsHNM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/TuylsMM02,
author = {Karl Tuyls and
Sam Maes and
Bernard Manderick},
editor = {M. Arif Wani and
Hamid R. Arabnia and
Krzysztof J. Cios and
Khalid Hafeez and
Graham Kendall},
title = {Q-Learning in Simulated Robotic Soccer - Large State Spaces and Incomplete
Information},
booktitle = {Proceedings of the 2002 International Conference on Machine Learning
and Applications - {ICMLA} 2002, June 24-27, 2002, Las Vegas, Nevada,
{USA}},
pages = {226--232},
publisher = {{CSREA} Press},
year = {2002},
timestamp = {Tue, 11 May 2004 16:10:43 +0200},
biburl = {https://dblp.org/rec/conf/icmla/TuylsMM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/robocup/TuylsMM02,
author = {Karl Tuyls and
Sam Maes and
Bernard Manderick},
editor = {Gal A. Kaminka and
Pedro U. Lima and
Ra{\'{u}}l Rojas},
title = {Reinforcement Learning in Large State Spaces},
booktitle = {RoboCup 2002: Robot Soccer World Cup {VI}},
series = {Lecture Notes in Computer Science},
volume = {2752},
pages = {319--326},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/978-3-540-45135-8\_27},
doi = {10.1007/978-3-540-45135-8\_27},
timestamp = {Mon, 23 Nov 2020 14:36:01 +0100},
biburl = {https://dblp.org/rec/conf/robocup/TuylsMM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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