Model-Free Online Learning in Unknown Sequential Decision Making Problems and Games

8 March 2021

Papers citing "Model-Free Online Learning in Unknown Sequential Decision Making Problems and Games"

7 / 7 papers shown

Title
Sample-Efficient Reinforcement Learning of Partially Observable Markov Games Qinghua Liu Csaba Szepesvári Chi Jin 37 20 0 02 Jun 2022
Efficient Phi-Regret Minimization in Extensive-Form Games via Online Mirror Descent Yu Bai Chi Jin Song Mei Ziang Song Tiancheng Yu OffRL 60 19 0 30 May 2022
Learning Markov Games with Adversarial Opponents: Efficient Algorithms and Fundamental Limits Qinghua Liu Yuanhao Wang Chi Jin AAML 26 15 0 14 Mar 2022
Generalized Bandit Regret Minimizer Framework in Imperfect Information Extensive-Form Game Lin Meng Yang Gao 39 1 0 11 Mar 2022
Near-Optimal Learning of Extensive-Form Games with Imperfect Information Yunru Bai Chi Jin Song Mei Tiancheng Yu 21 26 0 03 Feb 2022
Model-Free Learning for Two-Player Zero-Sum Partially Observable Markov Games with Perfect Recall Tadashi Kozuno Pierre Ménard Rémi Munos Michal Valko 30 18 0 11 Jun 2021
Kernel-based methods for bandit convex optimization Sébastien Bubeck Ronen Eldan Y. Lee 84 164 0 11 Jul 2016