Independent Natural Policy Gradient Always Converges in Markov Potential Games

20 October 2021

Papers citing "Independent Natural Policy Gradient Always Converges in Markov Potential Games"

6 / 6 papers shown

Title
Independent Learning in Performative Markov Potential Games Rilind Sahitaj Paulius Sasnauskas Yiğit Yalın Debmalya Mandal Goran Radanović 31 0 0 29 Apr 2025
Beyond Theorems: A Counterexample to Potential Markov Game Criteria Fatemeh Fardno S. Zahedi 35 0 0 13 May 2024
Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential Game Zhiyuan Yao Zihan Ding OffRL 8 2 0 03 Jun 2022
Independent Natural Policy Gradient Methods for Potential Games: Finite-time Global Convergence with Entropy Regularization Shicong Cen Fan Chen Yuejie Chi 16 15 0 12 Apr 2022
Decentralized Cooperative Reinforcement Learning with Hierarchical Information Structure Hsu Kao Chen-Yu Wei V. Subramanian 9 12 0 01 Nov 2021
Independent Policy Gradient Methods for Competitive Reinforcement Learning C. Daskalakis Dylan J. Foster Noah Golowich 51 158 0 11 Jan 2021