"markov games" Papers

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Divergence-Regularized Discounted Aggregation: Equilibrium Finding in Multiplayer Partially Observable Stochastic Games

Runyu Lu, Yuanheng Zhu, Dongbin Zhao

ICLR 2025poster
3
citations

Non-convex entropic mean-field optimization via Best Response flow

Razvan-Andrei Lascu, Mateusz Majka

NeurIPS 2025posterarXiv:2505.22760
1
citations

On Feasible Rewards in Multi-Agent Inverse Reinforcement Learning

Till Freihaut, Giorgia Ramponi

NeurIPS 2025spotlightarXiv:2411.15046
2
citations

${\rm E}(3)$-Equivariant Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning

Dingyang Chen, Qi Zhang

ICML 2024poster

Model-Based RL for Mean-Field Games is not Statistically Harder than Single-Agent RL

Jiawei Huang, Niao He, Andreas Krause

ICML 2024poster

Near-Optimal Reinforcement Learning with Self-Play under Adaptivity Constraints

Dan Qiao, Yu-Xiang Wang

ICML 2024poster