Linear Convergence of Independent Natural Policy Gradient in Games with Entropy Regularization

4 May 2024

Papers citing "Linear Convergence of Independent Natural Policy Gradient in Games with Entropy Regularization"

4 / 4 papers shown

Title
Provable Policy Gradient Methods for Average-Reward Markov Potential Games Min Cheng Ruida Zhou P. R. Kumar Chao Tian 40 2 0 09 Mar 2024
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 51 158 0 11 Jan 2021