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"

8 / 8 papers shown

Title
Provable Policy Gradient Methods for Average-Reward Markov Potential Games Min Cheng Ruida Zhou P. R. Kumar Chao Tian 87 5 0 09 Mar 2024
Independent Natural Policy Gradient Methods for Potential Games: Finite-time Global Convergence with Entropy Regularization Shicong Cen Fan Chen Yuejie Chi 66 15 0 12 Apr 2022
Building a Foundation for Data-Driven, Interpretable, and Robust Policy Design using the AI Economist Alexander R. Trott Sunil Srinivasa D. V. D. Wal S. Haneuse Stephan Zheng OffRL 55 38 0 06 Aug 2021
Gradient play in stochastic games: stationary points, convergence, and sample complexity Runyu Zhang Tongzheng Ren Na Li 81 44 0 01 Jun 2021
Fast Policy Extragradient Methods for Competitive Games with Entropy Regularization Shicong Cen Yuting Wei Yuejie Chi 85 78 0 31 May 2021
Independent Policy Gradient Methods for Competitive Reinforcement Learning C. Daskalakis Dylan J. Foster Noah Golowich 214 161 0 11 Jan 2021
Global Optimality Guarantees For Policy Gradient Methods Jalaj Bhandari Daniel Russo 77 193 0 05 Jun 2019
Safe, Multi-Agent, Reinforcement Learning for Autonomous Driving Shai Shalev-Shwartz Shaked Shammah Amnon Shashua 104 834 0 11 Oct 2016