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Spotlight Session
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Tue 13:15
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RL: Multi-agent
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Spotlight
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Thu 13:50
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Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL
Siyi Hu · Chuanlong Xie · Xiaodan Liang · Xiaojun Chang
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Poster
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Thu 15:00
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Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL
Siyi Hu · Chuanlong Xie · Xiaodan Liang · Xiaojun Chang
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Spotlight
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Tue 14:30
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Welfare Maximization in Competitive Equilibrium: Reinforcement Learning for Markov Exchange Economy
ZHIHAN LIU · Lu Miao · Zhaoran Wang · Michael Jordan · Zhuoran Yang
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Spotlight
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Wed 11:10
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MASER: Multi-Agent Reinforcement Learning with Subgoals Generated from Experience Replay Buffer
JEON JEEWON · WOOJUN KIM · Whiyoung Jung · Youngchul Sung
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Spotlight
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Tue 13:40
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Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning
Wei Fu · Chao Yu · Zelai Xu · Jiaqi Yang · Yi Wu
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Spotlight
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Tue 14:25
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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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Wed 13:30
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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
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Welfare Maximization in Competitive Equilibrium: Reinforcement Learning for Markov Exchange Economy
ZHIHAN LIU · Lu Miao · Zhaoran Wang · Michael Jordan · Zhuoran Yang
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Spotlight
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Tue 13:20
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Pessimism meets VCG: Learning Dynamic Mechanism Design via Offline Reinforcement Learning
Boxiang Lyu · Zhaoran Wang · Mladen Kolar · Zhuoran Yang
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Poster
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Wed 15:30
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MASER: Multi-Agent Reinforcement Learning with Subgoals Generated from Experience Replay Buffer
JEON JEEWON · WOOJUN KIM · Whiyoung Jung · Youngchul Sung
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Spotlight
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Tue 13:30
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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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