Regret Minimization and Convergence to Equilibria in General-sum Markov Games

28 July 2022

Papers citing "Regret Minimization and Convergence to Equilibria in General-sum Markov Games"

7 / 7 papers shown

Title
Incentivize without Bonus: Provably Efficient Model-based Online Multi-agent RL for Markov Games Tong Yang Bo Dai Lin Xiao Yuejie Chi OffRL 56 2 0 13 Feb 2025
Game Theory and Multi-Agent Reinforcement Learning : From Nash Equilibria to Evolutionary Dynamics Neil De La Fuente Miquel Noguer i Alonso Guim Casadellà 26 0 0 31 Dec 2024
Multi-Player Zero-Sum Markov Games with Networked Separable Interactions Chanwoo Park K. Zhang Asuman Ozdaglar 21 8 0 13 Jul 2023
Faster Last-iterate Convergence of Policy Optimization in Zero-Sum Markov Games Shicong Cen Yuejie Chi S. Du Lin Xiao 41 35 0 03 Oct 2022
$$O(T^{-1})$ Convergence of Optimistic-Follow-the-Regularized-Leader in Two-Player Zero-Sum Markov Games$ $O(T^{-1})$ Convergence of Optimistic-Follow-the-Regularized-Leader in Two-Player Zero-Sum Markov Games Yuepeng Yang Cong Ma 33 14 0 26 Sep 2022
Provably Efficient Policy Optimization for Two-Player Zero-Sum Markov Games Yulai Zhao Yuandong Tian Jason D. Lee S. Du OffRL 39 18 0 17 Feb 2021
Independent Policy Gradient Methods for Competitive Reinforcement Learning C. Daskalakis Dylan J. Foster Noah Golowich 57 158 0 11 Jan 2021