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83 Results
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Spotlight
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Tue 14:20 |
Greedy when Sure and Conservative when Uncertain about the Opponents Haobo Fu · Ye Tian · Hongxiang Yu · Weiming Liu · Shuang Wu · Jiechao Xiong · Ying Wen · Kai Li · Junliang Xing · Qiang Fu · Wei Yang |
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Poster
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Tue 15:30 |
Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning Wei Fu · Chao Yu · Zelai Xu · Jiaqi Yang · Yi Wu |
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Poster
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Tue 15:30 |
Deconfounded Value Decomposition for Multi-Agent Reinforcement Learning Jiahui Li · Kun Kuang · Baoxiang Wang · Furui Liu · Long Chen · Changjie Fan · Fei Wu · Jun Xiao |
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Spotlight
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Tue 7:35 |
On the Impossibility of Learning to Cooperate with Adaptive Partner Strategies in Repeated Games Robert Loftin · Frans Oliehoek |
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Poster
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Wed 15:30 |
Greedy based Value Representation for Optimal Coordination in Multi-agent Reinforcement Learning Lipeng Wan · Zeyang Liu · Xingyu Chen · Xuguang Lan · Nanning Zheng |
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Poster
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Tue 15:30 |
Pessimism meets VCG: Learning Dynamic Mechanism Design via Offline Reinforcement Learning Boxiang Lyu · Zhaoran Wang · Mladen Kolar · Zhuoran Yang |
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Spotlight
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Thu 8:50 |
Plan Better Amid Conservatism: Offline Multi-Agent Reinforcement Learning with Actor Rectification Ling Pan · Longbo Huang · Tengyu Ma · Huazhe Xu |
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Poster
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Tue 15:30 |
Disentangling Sources of Risk for Distributional Multi-Agent Reinforcement Learning Kyunghwan Son · Junsu Kim · Sungsoo Ahn · Roben Delos Reyes · Yung Yi · Jinwoo Shin |
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Spotlight
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Tue 14:40 |
Sample and Communication-Efficient Decentralized Actor-Critic Algorithms with Finite-Time Analysis Ziyi Chen · Yi Zhou · Rong-Rong Chen · Shaofeng Zou |
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Spotlight
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Wed 10:30 |
Communicating via Markov Decision Processes Samuel Sokota · Christian Schroeder · Maximilian Igl · Luisa Zintgraf · Phil Torr · Martin Strohmeier · Zico Kolter · Shimon Whiteson · Jakob Foerster |
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Poster
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Tue 15:30 |
Greedy when Sure and Conservative when Uncertain about the Opponents Haobo Fu · Ye Tian · Hongxiang Yu · Weiming Liu · Shuang Wu · Jiechao Xiong · Ying Wen · Kai Li · Junliang Xing · Qiang Fu · Wei Yang |
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Spotlight
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Thu 10:55 |
Divergence-Regularized Multi-Agent Actor-Critic Kefan Su · Zongqing Lu |