Global Convergence of Policy Gradient Methods in Reinforcement Learning, Games and Control

8 October 2023

Papers citing "Global Convergence of Policy Gradient Methods in Reinforcement Learning, Games and Control"

5 / 5 papers shown

Title
Towards a Theoretical Foundation of Policy Optimization for Learning Control Policies Bin Hu K. Zhang Na Li M. Mesbahi Maryam Fazel Tamer Bacsar 79 27 0 10 Oct 2022
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
Policy Mirror Descent for Reinforcement Learning: Linear Convergence, New Sampling Complexity, and Generalized Problem Classes Guanghui Lan 87 135 0 30 Jan 2021
Independent Policy Gradient Methods for Competitive Reinforcement Learning C. Daskalakis Dylan J. Foster Noah Golowich 57 158 0 11 Jan 2021
On Linear Convergence of Policy Gradient Methods for Finite MDPs Jalaj Bhandari Daniel Russo 48 59 0 21 Jul 2020