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ORCIDBibTeX records: David Ha
@article{DBLP:journals/corr/abs-2403-13187,
author = {Takuya Akiba and
Makoto Shing and
Yujin Tang and
Qi Sun and
David Ha},
title = {Evolutionary Optimization of Model Merging Recipes},
journal = {CoRR},
volume = {abs/2403.13187},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.13187},
doi = {10.48550/ARXIV.2403.13187},
eprinttype = {arXiv},
eprint = {2403.13187},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-13187.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/TianH22,
author = {Yingtao Tian and
David Ha},
editor = {Tiago Martins and
Nereida Rodr{\'{\i}}guez{-}Fern{\'{a}}ndez and
S{\'{e}}rgio M. Rebelo},
title = {Modern Evolution Strategies for Creativity: Fitting Concrete Images
and Abstract Concepts},
booktitle = {Artificial Intelligence in Music, Sound, Art and Design - 11th International
Conference, EvoMUSART 2022, Held as Part of EvoStar 2022, Madrid,
Spain, April 20-22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13221},
pages = {275--291},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-03789-4\_18},
doi = {10.1007/978-3-031-03789-4\_18},
timestamp = {Fri, 22 Apr 2022 19:18:40 +0200},
biburl = {https://dblp.org/rec/conf/evoW/TianH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/PigozziTMH22,
author = {Federico Pigozzi and
Yujin Tang and
Eric Medvet and
David Ha},
editor = {Jonathan E. Fieldsend and
Markus Wagner},
title = {Evolving modular soft robots without explicit inter-module communication
using local self-attention},
booktitle = {{GECCO} '22: Genetic and Evolutionary Computation Conference, Boston,
Massachusetts, USA, July 9 - 13, 2022},
pages = {148--157},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3512290.3528762},
doi = {10.1145/3512290.3528762},
timestamp = {Tue, 12 Jul 2022 15:09:18 +0200},
biburl = {https://dblp.org/rec/conf/gecco/PigozziTMH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/TangTH22,
author = {Yujin Tang and
Yingtao Tian and
David Ha},
editor = {Jonathan E. Fieldsend and
Markus Wagner},
title = {EvoJAX: hardware-accelerated neuroevolution},
booktitle = {{GECCO} '22: Genetic and Evolutionary Computation Conference, Companion
Volume, Boston, Massachusetts, USA, July 9 - 13, 2022},
pages = {308--311},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3520304.3528770},
doi = {10.1145/3520304.3528770},
timestamp = {Mon, 25 Jul 2022 17:04:27 +0200},
biburl = {https://dblp.org/rec/conf/gecco/TangTH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccrea/TianCH22,
author = {Yingtao Tian and
Marco Cuturi and
David Ha},
editor = {Maria M. Hedblom and
Anna Aurora Kantosalo and
Roberto Confalonieri and
Oliver Kutz and
Tony Veale},
title = {Simultaneous Multiple-Prompt Guided Generation Using Differentiable
Optimal Transport},
booktitle = {Proceedings of the 13th International Conference on Computational
Creativity, Bozen-Bolzano, Italy, June 27 - July 1, 2022},
pages = {324--332},
publisher = {Association for Computational Creativity {(ACC)}},
year = {2022},
url = {http://computationalcreativity.net/iccc22/papers/ICCC-2022\_paper\_5.pdf},
timestamp = {Thu, 22 Sep 2022 13:22:51 +0200},
biburl = {https://dblp.org/rec/conf/icccrea/TianCH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-05008,
author = {Yujin Tang and
Yingtao Tian and
David Ha},
title = {EvoJAX: Hardware-Accelerated Neuroevolution},
journal = {CoRR},
volume = {abs/2202.05008},
year = {2022},
url = {https://arxiv.org/abs/2202.05008},
eprinttype = {arXiv},
eprint = {2202.05008},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-05008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-06481,
author = {Federico Pigozzi and
Yujin Tang and
Eric Medvet and
David Ha},
title = {Evolving Modular Soft Robots without Explicit Inter-Module Communication
using Local Self-Attention},
journal = {CoRR},
volume = {abs/2204.06481},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.06481},
doi = {10.48550/ARXIV.2204.06481},
eprinttype = {arXiv},
eprint = {2204.06481},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-06481.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-08472,
author = {Yingtao Tian and
Marco Cuturi and
David Ha},
title = {Simultaneous Multiple-Prompt Guided Generation Using Differentiable
Optimal Transport},
journal = {CoRR},
volume = {abs/2204.08472},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.08472},
doi = {10.48550/ARXIV.2204.08472},
eprinttype = {arXiv},
eprint = {2204.08472},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-08472.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-03374,
author = {Aleksandar Stanic and
Yujin Tang and
David Ha and
J{\"{u}}rgen Schmidhuber},
title = {Learning to Generalize with Object-centric Agents in the Open World
Survival Game Crafter},
journal = {CoRR},
volume = {abs/2208.03374},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.03374},
doi = {10.48550/ARXIV.2208.03374},
eprinttype = {arXiv},
eprint = {2208.03374},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-03374.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vlsisp/HaKWO21,
author = {David Ha and
Shigeru Katagiri and
Hideyuki Watanabe and
Miho Ohsaki},
title = {An Improved Boundary Uncertainty-Based Estimation for Classifier Evaluation},
journal = {J. Signal Process. Syst.},
volume = {93},
number = {9},
pages = {1057--1084},
year = {2021},
url = {https://doi.org/10.1007/s11265-021-01671-1},
doi = {10.1007/S11265-021-01671-1},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vlsisp/HaKWO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isalalife/Ha21,
author = {David Ha},
editor = {Jitka Cejkov{\'{a}} and
Silvia Holler and
Lisa B. Soros and
Olaf Witkowski},
title = {World Models and Attention for Reinforcement Learning},
booktitle = {2021 Conference on Artificial Life, {ALIFE} 2021, online, July 19-23,
2021},
pages = {8},
publisher = {{MIT} Press},
year = {2021},
url = {https://doi.org/10.1162/isal\_a\_00471},
doi = {10.1162/ISAL\_A\_00471},
timestamp = {Sun, 02 Oct 2022 16:09:08 +0200},
biburl = {https://dblp.org/rec/conf/isalalife/Ha21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TangH21,
author = {Yujin Tang and
David Ha},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {The Sensory Neuron as a Transformer: Permutation-Invariant Neural
Networks for Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {22574--22587},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/be3e9d3f7d70537357c67bb3f4086846-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/TangH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-02869,
author = {Yujin Tang and
David Ha},
title = {The Sensory Neuron as a Transformer: Permutation-Invariant Neural
Networks for Reinforcement Learning},
journal = {CoRR},
volume = {abs/2109.02869},
year = {2021},
url = {https://arxiv.org/abs/2109.02869},
eprinttype = {arXiv},
eprint = {2109.02869},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-02869.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-08857,
author = {Yingtao Tian and
David Ha},
title = {Modern Evolution Strategies for Creativity: Fitting Concrete Images
and Abstract Concepts},
journal = {CoRR},
volume = {abs/2109.08857},
year = {2021},
url = {https://arxiv.org/abs/2109.08857},
eprinttype = {arXiv},
eprint = {2109.08857},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-08857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-09991,
author = {Forrest Huang and
Eldon Schoop and
David Ha and
Jeffrey Nichols and
John F. Canny},
title = {Sketch-based Creativity Support Tools using Deep Learning},
journal = {CoRR},
volume = {abs/2111.09991},
year = {2021},
url = {https://arxiv.org/abs/2111.09991},
eprinttype = {arXiv},
eprint = {2111.09991},
timestamp = {Sun, 26 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-09991.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-14377,
author = {David Ha and
Yujin Tang},
title = {Collective Intelligence for Deep Learning: {A} Survey of Recent Developments},
journal = {CoRR},
volume = {abs/2111.14377},
year = {2021},
url = {https://arxiv.org/abs/2111.14377},
eprinttype = {arXiv},
eprint = {2111.14377},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-14377.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vlsisp/HaTSWKO20,
author = {David Ha and
Yuya Tomotoshi and
Masahiro Senda and
Hideyuki Watanabe and
Shigeru Katagiri and
Miho Ohsaki},
title = {A Practical Method Based on Bayes Boundary-Ness for Optimal Classifier
Parameter Status Selection},
journal = {J. Signal Process. Syst.},
volume = {92},
number = {2},
pages = {135--151},
year = {2020},
url = {https://doi.org/10.1007/s11265-019-01451-y},
doi = {10.1007/S11265-019-01451-Y},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vlsisp/HaTSWKO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/Gonzalez-DuqueP20,
author = {Miguel Gonz{\'{a}}lez Duque and
Rasmus Berg Palm and
David Ha and
Sebastian Risi},
title = {Finding Game Levels with the Right Difficulty in a Few Trials through
Intelligent Trial-and-Error},
booktitle = {{IEEE} Conference on Games, CoG 2020, Osaka, Japan, August 24-27,
2020},
pages = {503--510},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CoG47356.2020.9231548},
doi = {10.1109/COG47356.2020.9231548},
timestamp = {Wed, 28 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cig/Gonzalez-DuqueP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Ha20,
author = {David Ha},
editor = {Carlos Artemio Coello Coello},
title = {Neuroevolution for deep reinforcement learning problems},
booktitle = {{GECCO} '20: Genetic and Evolutionary Computation Conference, Companion
Volume, Canc{\'{u}}n, Mexico, July 8-12, 2020},
pages = {404--427},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3377929.3389859},
doi = {10.1145/3377929.3389859},
timestamp = {Mon, 20 Jul 2020 07:42:25 +0200},
biburl = {https://dblp.org/rec/conf/gecco/Ha20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/TangNH20,
author = {Yujin Tang and
Duong Nguyen and
David Ha},
editor = {Carlos Artemio Coello Coello},
title = {Neuroevolution of self-interpretable agents},
booktitle = {{GECCO} '20: Genetic and Evolutionary Computation Conference, Canc{\'{u}}n
Mexico, July 8-12, 2020},
pages = {414--424},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3377930.3389847},
doi = {10.1145/3377930.3389847},
timestamp = {Mon, 20 Jul 2020 14:23:37 +0200},
biburl = {https://dblp.org/rec/conf/gecco/TangNH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/HuangSHC20,
author = {Forrest Huang and
Eldon Schoop and
David Ha and
John F. Canny},
editor = {Fabio Patern{\`{o}} and
Nuria Oliver and
Cristina Conati and
Lucio Davide Spano and
Nava Tintarev},
title = {Scones: towards conversational authoring of sketches},
booktitle = {{IUI} '20: 25th International Conference on Intelligent User Interfaces,
Cagliari, Italy, March 17-20, 2020},
pages = {313--323},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3377325.3377485},
doi = {10.1145/3377325.3377485},
timestamp = {Fri, 06 Mar 2020 14:05:27 +0100},
biburl = {https://dblp.org/rec/conf/iui/HuangSHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/LambOVH20,
author = {Alex Lamb and
Sherjil Ozair and
Vikas Verma and
David Ha},
title = {SketchTransfer: {A} Challenging New Task for Exploring Detail-Invariance
and the Abstractions Learned by Deep Networks},
booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
2020, Snowmass Village, CO, USA, March 1-5, 2020},
pages = {952--961},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/WACV45572.2020.9093327},
doi = {10.1109/WACV45572.2020.9093327},
timestamp = {Mon, 18 May 2020 20:02:10 +0200},
biburl = {https://dblp.org/rec/conf/wacv/LambOVH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-08165,
author = {Yujin Tang and
Duong Nguyen and
David Ha},
title = {Neuroevolution of Self-Interpretable Agents},
journal = {CoRR},
volume = {abs/2003.08165},
year = {2020},
url = {https://arxiv.org/abs/2003.08165},
eprinttype = {arXiv},
eprint = {2003.08165},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-08165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-07677,
author = {Miguel Gonz{\'{a}}lez Duque and
Rasmus Berg Palm and
David Ha and
Sebastian Risi},
title = {Finding Game Levels with the Right Difficulty in a Few Trials through
Intelligent Trial-and-Error},
journal = {CoRR},
volume = {abs/2005.07677},
year = {2020},
url = {https://arxiv.org/abs/2005.07677},
eprinttype = {arXiv},
eprint = {2005.07677},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-07677.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-07781,
author = {Forrest Huang and
Eldon Schoop and
David Ha and
John F. Canny},
title = {Scones: Towards Conversational Authoring of Sketches},
journal = {CoRR},
volume = {abs/2005.07781},
year = {2020},
url = {https://arxiv.org/abs/2005.07781},
eprinttype = {arXiv},
eprint = {2005.07781},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-07781.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/alife/Ha19,
author = {David Ha},
title = {Reinforcement Learning for Improving Agent Design},
journal = {Artif. Life},
volume = {25},
number = {4},
pages = {352--365},
year = {2019},
url = {https://doi.org/10.1162/artl\_a\_00301},
doi = {10.1162/ARTL\_A\_00301},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/alife/Ha19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/candc/FanDH19,
author = {Judith E. Fan and
Monica Dinculescu and
David Ha},
editor = {Steven Dow and
Mary Lou Maher and
Andruid Kerne and
Celine Latulipe},
title = {collabdraw: An Environment for Collaborative Sketching with an Artificial
Agent},
booktitle = {Proceedings of the 2019 {ACM} {SIGCHI} Conference on Creativity and
Cognition, C{\&}C 2019, San Diego, CA, USA, June 23-26, 2019},
pages = {556--561},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3325480.3326578},
doi = {10.1145/3325480.3326578},
timestamp = {Tue, 22 Jun 2021 15:11:36 +0200},
biburl = {https://dblp.org/rec/conf/candc/FanDH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Ha19,
author = {David Ha},
editor = {Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
Anne Auger and
Thomas St{\"{u}}tzle},
title = {Neuroevolution for deep reinforcement learning problems},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, {GECCO} 2019, Prague, Czech Republic, July 13-17, 2019},
pages = {550--593},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3319619.3323370},
doi = {10.1145/3319619.3323370},
timestamp = {Thu, 11 Jul 2019 09:46:27 +0200},
biburl = {https://dblp.org/rec/conf/gecco/Ha19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LopesHES19,
author = {Raphael Gontijo Lopes and
David Ha and
Douglas Eck and
Jonathon Shlens},
title = {A Learned Representation for Scalable Vector Graphics},
booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2019, Seoul, Korea (South), October 27 - November 2, 2019},
pages = {7929--7938},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCV.2019.00802},
doi = {10.1109/ICCV.2019.00802},
timestamp = {Thu, 05 Mar 2020 10:01:04 +0100},
biburl = {https://dblp.org/rec/conf/iccv/LopesHES19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LopesHES19,
author = {Raphael Gontijo Lopes and
David Ha and
Douglas Eck and
Jonathon Shlens},
title = {A Learned Representation for Scalable Vector Graphics},
booktitle = {Deep Generative Models for Highly Structured Data, {ICLR} 2019 Workshop,
New Orleans, Louisiana, United States, May 6, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=rklf4IUtOE},
timestamp = {Thu, 25 Jul 2019 16:26:32 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LopesHES19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HafnerLFVHLD19,
author = {Danijar Hafner and
Timothy P. Lillicrap and
Ian Fischer and
Ruben Villegas and
David Ha and
Honglak Lee and
James Davidson},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Learning Latent Dynamics for Planning from Pixels},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {2555--2565},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/hafner19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/HafnerLFVHLD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iukm/TomotoshiHDWLKO19,
author = {Yuya Tomotoshi and
David Ha and
Emilie Delattre and
Hideyuki Watanabe and
Xugang Lu and
Shigeru Katagiri and
Miho Ohsaki},
editor = {Hirosato Seki and
Canh Hao Nguyen and
Van{-}Nam Huynh and
Masahiro Inuiguchi},
title = {Optimal Classifier Parameter Status Selection Based on Bayes Boundary-ness
for Multi-ProtoType and Multi-Layer Perceptron Classifiers},
booktitle = {Integrated Uncertainty in Knowledge Modelling and Decision Making
- 7th International Symposium, {IUKM} 2019, Nara, Japan, March 27-29,
2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11471},
pages = {295--307},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-14815-7\_25},
doi = {10.1007/978-3-030-14815-7\_25},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/iukm/TomotoshiHDWLKO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GaierH19,
author = {Adam Gaier and
David Ha},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Weight Agnostic Neural Networks},
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 = {5365--5379},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/e98741479a7b998f88b8f8c9f0b6b6f1-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GaierH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FreemanHM19,
author = {C. Daniel Freeman and
David Ha and
Luke Metz},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Learning to Predict Without Looking Ahead: World Models Without Forward
Prediction},
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 = {5380--5391},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/15cf76466b97264765356fcc56d801d1-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FreemanHM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spml/SendaHWKO19,
author = {Masahiro Senda and
David Ha and
Hideyuki Watanabe and
Shigeru Katagiri and
Miho Ohsaki},
title = {Maximum Bayes Boundary-Ness Training For Pattern Classification},
booktitle = {2nd International Conference on Signal Processing and Machine Learning,
{SPML} 2019, Hangzhou, China, November, 27-29, 2019},
pages = {18--28},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3372806.3372817},
doi = {10.1145/3372806.3372817},
timestamp = {Thu, 23 Jan 2020 16:32:27 +0100},
biburl = {https://dblp.org/rec/conf/spml/SendaHWKO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-02632,
author = {Raphael Gontijo Lopes and
David Ha and
Douglas Eck and
Jonathon Shlens},
title = {A Learned Representation for Scalable Vector Graphics},
journal = {CoRR},
volume = {abs/1904.02632},
year = {2019},
url = {http://arxiv.org/abs/1904.02632},
eprinttype = {arXiv},
eprint = {1904.02632},
timestamp = {Wed, 24 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-02632.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04358,
author = {Adam Gaier and
David Ha},
title = {Weight Agnostic Neural Networks},
journal = {CoRR},
volume = {abs/1906.04358},
year = {2019},
url = {http://arxiv.org/abs/1906.04358},
eprinttype = {arXiv},
eprint = {1906.04358},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-04358.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-13038,
author = {C. Daniel Freeman and
Luke Metz and
David Ha},
title = {Learning to Predict Without Looking Ahead: World Models Without Forward
Prediction},
journal = {CoRR},
volume = {abs/1910.13038},
year = {2019},
url = {http://arxiv.org/abs/1910.13038},
eprinttype = {arXiv},
eprint = {1910.13038},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-13038.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-11570,
author = {Alex Lamb and
Sherjil Ozair and
Vikas Verma and
David Ha},
title = {SketchTransfer: {A} Challenging New Task for Exploring Detail-Invariance
and the Abstractions Learned by Deep Networks},
journal = {CoRR},
volume = {abs/1912.11570},
year = {2019},
url = {http://arxiv.org/abs/1912.11570},
eprinttype = {arXiv},
eprint = {1912.11570},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-11570.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiide/ResnickEHBFTCB18,
author = {Cinjon Resnick and
Wes Eldridge and
David Ha and
Denny Britz and
Jakob N. Foerster and
Julian Togelius and
Kyunghyun Cho and
Joan Bruna},
editor = {Jichen Zhu},
title = {Pommerman: {A} Multi-Agent Playground},
booktitle = {Joint Proceedings of the {AIIDE} 2018 Workshops co-located with 14th
{AAAI} Conference on Artificial Intelligence and Interactive Digital
Entertainment {(AIIDE} 2018), Edmonton, Canada, November 13-14, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2282},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2282/MARLO\_104.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:01 +0100},
biburl = {https://dblp.org/rec/conf/aiide/ResnickEHBFTCB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Ha18,
author = {David Ha},
editor = {Hern{\'{a}}n E. Aguirre and
Keiki Takadama},
title = {Neuroevolution for deep reinforcement learning problems},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, {GECCO} 2018, Kyoto, Japan, July 15-19, 2018},
pages = {421--431},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3205651.3207875},
doi = {10.1145/3205651.3207875},
timestamp = {Wed, 21 Nov 2018 12:43:54 +0100},
biburl = {https://dblp.org/rec/conf/gecco/Ha18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HaE18,
author = {David Ha and
Douglas Eck},
title = {A Neural Representation of Sketch Drawings},
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=Hy6GHpkCW},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HaE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JaquesEHBPE18,
author = {Natasha Jaques and
Jesse H. Engel and
David Ha and
Fred Bertsch and
Rosalind W. Picard and
Douglas Eck},
title = {Learning via social awareness: improving sketch representations with
facial feedback},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=Bkyn3dJPG},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/JaquesEHBPE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/JaquesMEHBEP18,
author = {Natasha Jaques and
Jennifer McCleary and
Jesse H. Engel and
David Ha and
Fred Bertsch and
Douglas Eck and
Rosalind W. Picard},
editor = {William H. Hsu and
Heath Yates},
title = {Learning via Social Awareness: Improving a Deep Generative Sketching
Model with Facial Feedback},
booktitle = {Workshop on Artificial Intelligence in Affective Computing, AffComp@IJCAI
2018, Stockholm, Sweden, 15 July 2018,},
series = {Proceedings of Machine Learning Research},
volume = {86},
pages = {1--9},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v86/jaques20a/jaques20a.pdf},
timestamp = {Fri, 03 Jul 2020 14:16:30 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/JaquesMEHBEP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/HaDTSWKO18,
author = {David Ha and
Emilie Delattre and
Yuya Tomotoshi and
Masahiro Senda and
Hideyuki Watanabe and
Shigeru Katagiri and
Miho Ohsaki},
title = {Optimal Classifier Model Status Selection using Bayes boundary uncertainty},
booktitle = {28th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2018, Aalborg, Denmark, September 17-20, 2018},
pages = {1--6},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/MLSP.2018.8516976},
doi = {10.1109/MLSP.2018.8516976},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/HaDTSWKO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HaS18,
author = {David Ha and
J{\"{u}}rgen Schmidhuber},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Recurrent World Models Facilitate Policy Evolution},
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 = {2455--2467},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/2de5d16682c3c35007e4e92982f1a2ba-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HaS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spml/HaWTDK18,
author = {David Ha and
Hideyuki Watanabe and
Yuya Tomotoshi and
Emilie Delattre and
Shigeru Katagiri},
title = {Optimality Analysis of Boundary-Uncertainty-Based Classifier Model
Parameter Status Selection Method},
booktitle = {Proceedings of the 2018 International Conference on Signal Processing
and Machine Learning, {SPML} 2018, Shanghai, China, November 28-30,
2018},
pages = {107--114},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3297067.3297076},
doi = {10.1145/3297067.3297076},
timestamp = {Thu, 23 Jan 2020 16:34:33 +0100},
biburl = {https://dblp.org/rec/conf/spml/HaWTDK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04877,
author = {Natasha Jaques and
Jesse H. Engel and
David Ha and
Fred Bertsch and
Rosalind W. Picard and
Douglas Eck},
title = {Learning via social awareness: improving sketch representations with
facial feedback},
journal = {CoRR},
volume = {abs/1802.04877},
year = {2018},
url = {http://arxiv.org/abs/1802.04877},
eprinttype = {arXiv},
eprint = {1802.04877},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04877.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-10122,
author = {David Ha and
J{\"{u}}rgen Schmidhuber},
title = {World Models},
journal = {CoRR},
volume = {abs/1803.10122},
year = {2018},
url = {http://arxiv.org/abs/1803.10122},
eprinttype = {arXiv},
eprint = {1803.10122},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-10122.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-01999,
author = {David Ha and
J{\"{u}}rgen Schmidhuber},
title = {Recurrent World Models Facilitate Policy Evolution},
journal = {CoRR},
volume = {abs/1809.01999},
year = {2018},
url = {http://arxiv.org/abs/1809.01999},
eprinttype = {arXiv},
eprint = {1809.01999},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-01999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-07124,
author = {Cinjon Resnick and
Wes Eldridge and
David Ha and
Denny Britz and
Jakob N. Foerster and
Julian Togelius and
Kyunghyun Cho and
Joan Bruna},
title = {Pommerman: {A} Multi-Agent Playground},
journal = {CoRR},
volume = {abs/1809.07124},
year = {2018},
url = {http://arxiv.org/abs/1809.07124},
eprinttype = {arXiv},
eprint = {1809.07124},
timestamp = {Wed, 24 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-07124.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-03779,
author = {David Ha},
title = {Reinforcement Learning for Improving Agent Design},
journal = {CoRR},
volume = {abs/1810.03779},
year = {2018},
url = {http://arxiv.org/abs/1810.03779},
eprinttype = {arXiv},
eprint = {1810.03779},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-03779.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-04551,
author = {Danijar Hafner and
Timothy P. Lillicrap and
Ian Fischer and
Ruben Villegas and
David Ha and
Honglak Lee and
James Davidson},
title = {Learning Latent Dynamics for Planning from Pixels},
journal = {CoRR},
volume = {abs/1811.04551},
year = {2018},
url = {http://arxiv.org/abs/1811.04551},
eprinttype = {arXiv},
eprint = {1811.04551},
timestamp = {Fri, 23 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-04551.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-01718,
author = {Tarin Clanuwat and
Mikel Bober{-}Irizar and
Asanobu Kitamoto and
Alex Lamb and
Kazuaki Yamamoto and
David Ha},
title = {Deep Learning for Classical Japanese Literature},
journal = {CoRR},
volume = {abs/1812.01718},
year = {2018},
url = {http://arxiv.org/abs/1812.01718},
eprinttype = {arXiv},
eprint = {1812.01718},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-01718.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HaDL17,
author = {David Ha and
Andrew M. Dai and
Quoc V. Le},
title = {HyperNetworks},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=rkpACe1lx},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HaDL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FernandoBBZHRPW17,
author = {Chrisantha Fernando and
Dylan Banarse and
Charles Blundell and
Yori Zwols and
David Ha and
Andrei A. Rusu and
Alexander Pritzel and
Daan Wierstra},
title = {PathNet: Evolution Channels Gradient Descent in Super Neural Networks},
journal = {CoRR},
volume = {abs/1701.08734},
year = {2017},
url = {http://arxiv.org/abs/1701.08734},
eprinttype = {arXiv},
eprint = {1701.08734},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FernandoBBZHRPW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HaE17,
author = {David Ha and
Douglas Eck},
title = {A Neural Representation of Sketch Drawings},
journal = {CoRR},
volume = {abs/1704.03477},
year = {2017},
url = {http://arxiv.org/abs/1704.03477},
eprinttype = {arXiv},
eprint = {1704.03477},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HaE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HaDL16,
author = {David Ha and
Andrew M. Dai and
Quoc V. Le},
title = {HyperNetworks},
journal = {CoRR},
volume = {abs/1609.09106},
year = {2016},
url = {http://arxiv.org/abs/1609.09106},
eprinttype = {arXiv},
eprint = {1609.09106},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HaDL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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