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"

9 / 9 papers shown

Title
A Policy-Gradient Approach to Solving Imperfect-Information Games with Iterate Convergence Mingyang Liu Gabriele Farina Asuman Ozdaglar 76 3 0 01 Aug 2024
Automated Security Response through Online Learning with Adaptive Conjectures K. Hammar Tao Li Rolf Stadler Quanyan Zhu 72 5 0 19 Feb 2024
Sample-Efficient Reinforcement Learning of Partially Observable Markov Games Qinghua Liu Csaba Szepesvári Chi Jin 114 21 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 103 19 0 30 May 2022
Learning Markov Games with Adversarial Opponents: Efficient Algorithms and Fundamental Limits Qinghua Liu Yuanhao Wang Chi Jin AAML 84 15 0 14 Mar 2022
Generalized Bandit Regret Minimizer Framework in Imperfect Information Extensive-Form Game Lin Meng Yang Gao 129 1 0 11 Mar 2022
Near-Optimal Learning of Extensive-Form Games with Imperfect Information Yunru Bai Chi Jin Song Mei Tiancheng Yu 104 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 126 18 0 11 Jun 2021
DeepStack: Expert-Level Artificial Intelligence in No-Limit Poker Matej Moravcík Martin Schmid Neil Burch Viliam Lisý Dustin Morrill Nolan Bard Trevor Davis Kevin Waugh Michael Bradley Johanson Michael Bowling BDL 231 913 0 06 Jan 2017