On the convergence of policy gradient methods to Nash equilibria in general stochastic games

17 October 2022

Papers citing "On the convergence of policy gradient methods to Nash equilibria in general stochastic games"

5 / 5 papers shown

Title
Learning to Steer Markovian Agents under Model Uncertainty Jiawei Huang Vinzenz Thoma Zebang Shen H. Nax Niao He 31 2 0 14 Jul 2024
Regret Minimization and Convergence to Equilibria in General-sum Markov Games Liad Erez Tal Lancewicki Uri Sherman Tomer Koren Yishay Mansour 36 25 0 28 Jul 2022
The Complexity of Markov Equilibrium in Stochastic Games C. Daskalakis Noah Golowich K. Zhang 36 57 0 08 Apr 2022
Survival of the strictest: Stable and unstable equilibria under regularized learning with partial information Angeliki Giannou Emmanouil-Vasileios Vlatakis-Gkaragkounis P. Mertikopoulos 26 35 0 12 Jan 2021
Independent Policy Gradient Methods for Competitive Reinforcement Learning C. Daskalakis Dylan J. Foster Noah Golowich 62 158 0 11 Jan 2021