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Thu 14:00 When are Offline Two-Player Zero-Sum Markov Games Solvable?
Qiwen Cui · Simon Du
Tue 14:00 Finding Correlated Equilibrium of Constrained Markov Game: A Primal-Dual Approach
Ziyi Chen · Shaocong Ma · Yi Zhou
Wed 9:00 Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential Game
Zhiyuan Yao · Zihan Ding
Value-based CTDE Methods in Symmetric Two-team Markov Game: from Cooperation to Team Competition
Pascal Leroy · Jonathan Pisane · Damien Ernst
Wed 14:00 Sample-Efficient Reinforcement Learning of Partially Observable Markov Games
Qinghua Liu · Csaba Szepesvari · Chi Jin
Wed 14:00 Learning Two-Player Markov Games: Neural Function Approximation and Correlated Equilibrium
Chris Junchi Li · Dongruo Zhou · Quanquan Gu · Michael Jordan
Tue 14:00 Minimax-Optimal Multi-Agent RL in Markov Games With a Generative Model
Gen Li · Yuejie Chi · Yuting Wei · Yuxin Chen
Wed 9:00 Policy Optimization for Markov Games: Unified Framework and Faster Convergence
Runyu Zhang · Qinghua Liu · Huan Wang · Caiming Xiong · Na Li · Yu Bai
Wed 14:00 Regularized Gradient Descent Ascent for Two-Player Zero-Sum Markov Games
Sihan Zeng · Thinh Doan · Justin Romberg
Tue 9:00 On the Global Convergence Rates of Decentralized Softmax Gradient Play in Markov Potential Games
Runyu Zhang · Jincheng Mei · Bo Dai · Dale Schuurmans · Na Li
Tue 9:00 Influencing Long-Term Behavior in Multiagent Reinforcement Learning
Dong-Ki Kim · Matthew Riemer · Miao Liu · Jakob Foerster · Michael Everett · Chuangchuang Sun · Gerald Tesauro · Jonathan How