A New Policy Iteration Algorithm For Reinforcement Learning in Zero-Sum Markov Games

17 March 2023

Papers citing "A New Policy Iteration Algorithm For Reinforcement Learning in Zero-Sum Markov Games"

15 / 15 papers shown

Title
On-line Policy Improvement using Monte-Carlo Search Gerald Tesauro Gregory R. Galperin 122 270 0 09 Jan 2025
Making Linear MDPs Practical via Contrastive Representation Learning Tianjun Zhang Zhaolin Ren Mengjiao Yang Joseph E. Gonzalez Dale Schuurmans Bo Dai 52 44 0 14 Jul 2022
Representation Learning for Online and Offline RL in Low-rank MDPs Masatoshi Uehara Xuezhou Zhang Wen Sun OffRL 102 129 0 09 Oct 2021
Independent Policy Gradient Methods for Competitive Reinforcement Learning C. Daskalakis Dylan J. Foster Noah Golowich 188 161 0 11 Jan 2021
A Sharp Analysis of Model-based Reinforcement Learning with Self-Play Qinghua Liu Tiancheng Yu Yu Bai Chi Jin 76 122 0 04 Oct 2020
FLAMBE: Structural Complexity and Representation Learning of Low Rank MDPs Alekh Agarwal Sham Kakade A. Krishnamurthy Wen Sun OffRL 143 225 0 18 Jun 2020
Breaking the Sample Size Barrier in Model-Based Reinforcement Learning with a Generative Model Gen Li Yuting Wei Yuejie Chi Yuxin Chen 91 128 0 26 May 2020
Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms Kai Zhang Zhuoran Yang Tamer Basar 167 1,208 0 24 Nov 2019
Model-Based Reinforcement Learning with a Generative Model is Minimax Optimal Alekh Agarwal Sham Kakade Lin F. Yang OffRL 81 170 0 10 Jun 2019
Feature-Based Q-Learning for Two-Player Stochastic Games Zeyu Jia Lin F. Yang Mengdi Wang 73 45 0 02 Jun 2019
How to Combine Tree-Search Methods in Reinforcement Learning Yonathan Efroni Gal Dalal B. Scherrer Shie Mannor 51 31 0 06 Sep 2018
Beyond the One Step Greedy Approach in Reinforcement Learning Yonathan Efroni Gal Dalal B. Scherrer Shie Mannor OffRL 80 50 0 10 Feb 2018
Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm David Silver Thomas Hubert Julian Schrittwieser Ioannis Antonoglou Matthew Lai ... D. Kumaran T. Graepel Timothy Lillicrap Karen Simonyan Demis Hassabis 129 1,768 0 05 Dec 2017
Safe, Multi-Agent, Reinforcement Learning for Autonomous Driving Shai Shalev-Shwartz Shaked Shammah Amnon Shashua 94 833 0 11 Oct 2016
Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih Adria Puigdomenech Badia M. Berk Mirza Alex Graves Timothy Lillicrap Tim Harley David Silver Koray Kavukcuoglu 189 8,833 0 04 Feb 2016