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14th ICAART 2022: Virtual Event - Revised Selected Papers

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Ana Paula Rocha, Luc Steels, H. Jaap van den Herik:
Agents and Artificial Intelligence - 14th International Conference, ICAART 2022, Virtual Event, February 3-5, 2022, Revised Selected Papers. Lecture Notes in Computer Science 13786, Springer 2022, ISBN 978-3-031-22952-7

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Akira Tsurushima:
Efficient Visual Sign Assignment for Crowd Evacuation Guidance Considering Risks and Multiple Objectives. 3-26
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Sota Tsuiki, Keisuke Yoneda, Toshiharu Sugawara:
Negotiation Protocol with Learned Handover of Important Tasks for Planned Suspensions in Multi-agent Patrol Problems. 27-47

Artificial Intelligence

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Domen Kavran, Borut Zalik, Niko Lukac:
Comparing Beta-VAE to WGAN-GP for Time Series Augmentation to Improve Classification Performance. 51-73
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Philipp Scholl, Felix Dietrich, Clemens Otte, Steffen Udluft:
Safe Policy Improvement Approaches and Their Limitations. 74-98
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Imen Smati, Rania Khalsi, Mallek Mziou-Sallami, Faouzi Adjed, Faouzi Ghorbel:
Integrative System of Deep Classifiers Certification: Case of Convolutional Attacks. 99-121
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Priya Shanmugasundaram, Shalabh Bhatnagar:
Co-operative Multi-agent Twin Delayed DDPG for Robust Phase Duration Optimization of Large Road Networks. 122-142
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Jiayi Zhao, Anshul Kamath, Nick Grisanti, George D. Montañez:
Generating the Gopher's Grounds: Form, Function, Order, and Alignment. 143-168
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Filip Beskyd, Pavel Surynek:
Domain Dependent Parameter Setting in SAT Solver Using Machine Learning Techniques. 169-200
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Jakob Smedegaard Andersen, Olaf Zukunft:
More Sustainable Text Classification via Uncertainty Sampling and a Human-in-the-Loop. 201-225

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