Near-Optimal Reinforcement Learning with Self-Play

22 June 2020

Papers citing "Near-Optimal Reinforcement Learning with Self-Play"

6 / 56 papers shown

Title
Model-Free Learning for Two-Player Zero-Sum Partially Observable Markov Games with Perfect Recall Tadashi Kozuno Pierre Ménard Rémi Munos Michal Valko 14 18 0 11 Jun 2021
Sample-Efficient Learning of Stackelberg Equilibria in General-Sum Games Yu Bai Chi Jin Haiquan Wang Caiming Xiong 34 67 0 23 Feb 2021
Last-iterate Convergence of Decentralized Optimistic Gradient Descent/Ascent in Infinite-horizon Competitive Markov Games Chen-Yu Wei Chung-Wei Lee Mengxiao Zhang Haipeng Luo 11 82 0 08 Feb 2021
Online Learning in Unknown Markov Games Yi Tian Yuanhao Wang Tiancheng Yu S. Sra OffRL 12 13 0 28 Oct 2020
A Sharp Analysis of Model-based Reinforcement Learning with Self-Play Qinghua Liu Tiancheng Yu Yu Bai Chi Jin 24 121 0 04 Oct 2020
Model-Based Multi-Agent RL in Zero-Sum Markov Games with Near-Optimal Sample Complexity K. Zhang Sham Kakade Tamer Bacsar Lin F. Yang 39 119 0 15 Jul 2020