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83 Results
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Oral
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Wed 8:10 |
Learning Markov Games with Adversarial Opponents: Efficient Algorithms and Fundamental Limits Qinghua Liu · Yuanhao Wang · Chi Jin |
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Poster
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Wed 15:30 |
The Power of Exploiter: Provable Multi-Agent RL in Large State Spaces Chi Jin · Qinghua Liu · Tiancheng Yu |
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Spotlight
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Tue 13:35 |
Scalable Deep Reinforcement Learning Algorithms for Mean Field Games Mathieu Lauriere · Sarah Perrin · Sertan Girgin · Paul Muller · Ayush Jain · Theophile Cabannes · Georgios Piliouras · Julien Perolat · Romuald Elie · Olivier Pietquin · Matthieu Geist |
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Poster
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Wed 15:30 |
Modeling Strong and Human-Like Gameplay with KL-Regularized Search Athul Paul Jacob · David Wu · Gabriele Farina · Adam Lerer · Hengyuan Hu · Anton Bakhtin · Jacob Andreas · Noam Brown |
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Workshop
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An Adaptive Entropy-Regularization Framework for Multi-Agent Reinforcement Learning WOOJUN KIM · Youngchul Sung |
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Spotlight
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Thu 8:25 |
COLA: Consistent Learning with Opponent-Learning Awareness Timon Willi · Alistair Letcher · Johannes Treutlein · Jakob Foerster |
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Workshop
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The StarCraft Multi-Agent Challenges+ : Learning of Sub-tasks and Environmental Benefits without Precise Reward Functions (Poster) Mingyu Kim |
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Workshop
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Sat 12:10 |
The StarCraft Multi-Agent Challenges+ : Learning of Sub-tasks and Environmental Benefits without Precise Reward Functions Mingyu Kim |
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Spotlight
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Tue 14:10 |
Individual Reward Assisted Multi-Agent Reinforcement Learning Li Wang · Yupeng Zhang · Yujing Hu · Weixun Wang · Chongjie Zhang · Yang Gao · Jianye Hao · Tangjie Lv · Changjie Fan |
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Poster
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Tue 15:30 |
Scalable Deep Reinforcement Learning Algorithms for Mean Field Games Mathieu Lauriere · Sarah Perrin · Sertan Girgin · Paul Muller · Ayush Jain · Theophile Cabannes · Georgios Piliouras · Julien Perolat · Romuald Elie · Olivier Pietquin · Matthieu Geist |
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Poster
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Thu 15:00 |
An Analytical Update Rule for General Policy Optimization Hepeng Li · Nicholas Clavette · Haibo He |
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Oral
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Thu 13:05 |
An Analytical Update Rule for General Policy Optimization Hepeng Li · Nicholas Clavette · Haibo He |