Spotlight Session

Tue 13:15

RL: Multi-agent

Spotlight

Thu 13:50

Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL
Siyi Hu · Chuanlong Xie · Xiaodan Liang · Xiaojun Chang

Poster

Thu 15:00

Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL
Siyi Hu · Chuanlong Xie · Xiaodan Liang · Xiaojun Chang

Spotlight

Tue 14:30

Welfare Maximization in Competitive Equilibrium: Reinforcement Learning for Markov Exchange Economy
ZHIHAN LIU · Lu Miao · Zhaoran Wang · Michael Jordan · Zhuoran Yang

Spotlight

Wed 11:10

MASER: Multi-Agent Reinforcement Learning with Subgoals Generated from Experience Replay Buffer
JEON JEEWON · WOOJUN KIM · Whiyoung Jung · Youngchul Sung

Spotlight

Tue 13:40

Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning
Wei Fu · Chao Yu · Zelai Xu · Jiaqi Yang · Yi Wu

Spotlight

Tue 14:25

Deconfounded Value Decomposition for Multi-Agent Reinforcement Learning
Jiahui Li · Kun Kuang · Baoxiang Wang · Furui Liu · Long Chen · Changjie Fan · Fei Wu · Jun Xiao

Spotlight

Wed 13:30

Greedy based Value Representation for Optimal Coordination in Multi-agent Reinforcement Learning
Lipeng Wan · Zeyang Liu · Xingyu Chen · Xuguang Lan · Nanning Zheng

Poster

Tue 15:30

Welfare Maximization in Competitive Equilibrium: Reinforcement Learning for Markov Exchange Economy
ZHIHAN LIU · Lu Miao · Zhaoran Wang · Michael Jordan · Zhuoran Yang

Spotlight

Tue 13:20

Pessimism meets VCG: Learning Dynamic Mechanism Design via Offline Reinforcement Learning
Boxiang Lyu · Zhaoran Wang · Mladen Kolar · Zhuoran Yang

Poster

Wed 15:30

MASER: Multi-Agent Reinforcement Learning with Subgoals Generated from Experience Replay Buffer
JEON JEEWON · WOOJUN KIM · Whiyoung Jung · Youngchul Sung

Spotlight

Tue 13:30

Disentangling Sources of Risk for Distributional Multi-Agent Reinforcement Learning
Kyunghwan Son · Junsu Kim · Sungsoo Ahn · Roben Delos Reyes · Yung Yi · Jinwoo Shin