Local Optimization Achieves Global Optimality in Multi-Agent Reinforcement Learning

8 May 2023

Papers citing "Local Optimization Achieves Global Optimality in Multi-Agent Reinforcement Learning"

5 / 5 papers shown

Title
On Sample-Efficient Offline Reinforcement Learning: Data Diversity, Posterior Sampling, and Beyond Thanh Nguyen-Tang Raman Arora OffRL 15 3 0 06 Jan 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
Provably Efficient Policy Optimization for Two-Player Zero-Sum Markov Games Yulai Zhao Yuandong Tian Jason D. Lee S. Du OffRL 39 18 0 17 Feb 2021
Independent Policy Gradient Methods for Competitive Reinforcement Learning C. Daskalakis Dylan J. Foster Noah Golowich 57 158 0 11 Jan 2021
Bi-level Actor-Critic for Multi-agent Coordination Haifeng Zhang Weizhe Chen Zeren Huang Minne Li Yaodong Yang Weinan Zhang Jun Wang 96 90 0 08 Sep 2019