Decentralized Policy Gradient for Nash Equilibria Learning of General-sum Stochastic Games

14 October 2022

Papers citing "Decentralized Policy Gradient for Nash Equilibria Learning of General-sum Stochastic Games"

5 / 5 papers shown

Title
Global Convergence of Multi-Agent Policy Gradient in Markov Potential Games Stefanos Leonardos W. Overman Ioannis Panageas Georgios Piliouras 41 118 0 03 Jun 2021
Gradient play in stochastic games: stationary points, convergence, and sample complexity Runyu Zhang Zhaolin Ren Na Li 57 43 0 01 Jun 2021
Independent Policy Gradient Methods for Competitive Reinforcement Learning C. Daskalakis Dylan J. Foster Noah Golowich 114 161 0 11 Jan 2021
On the convergence of single-call stochastic extra-gradient methods Yu-Guan Hsieh F. Iutzeler J. Malick P. Mertikopoulos 33 169 0 22 Aug 2019
On the Theory of Policy Gradient Methods: Optimality, Approximation, and Distribution Shift Alekh Agarwal Sham Kakade Jason D. Lee G. Mahajan 27 320 0 01 Aug 2019