Sample-Efficient Multi-Agent RL: An Optimization Perspective

10 October 2023

Papers citing "Sample-Efficient Multi-Agent RL: An Optimization Perspective"

5 / 5 papers shown

Title
On the Complexity of Multi-Agent Decision Making: From Learning in Games to Partial Monitoring Dylan J. Foster Dean Phillips Foster Noah Golowich Alexander Rakhlin 38 14 0 01 May 2023
A General Framework for Sample-Efficient Function Approximation in Reinforcement Learning Zixiang Chen C. J. Li An Yuan Quanquan Gu Michael I. Jordan OffRL 108 26 0 30 Sep 2022
Partially Observable RL with B-Stability: Unified Structural Condition and Sharp Sample-Efficient Algorithms Fan Chen Yu Bai Song Mei 51 22 0 29 Sep 2022
Provably Efficient Policy Optimization for Two-Player Zero-Sum Markov Games Yulai Zhao Yuandong Tian Jason D. Lee S. Du OffRL 36 18 0 17 Feb 2021
Optimism in Reinforcement Learning with Generalized Linear Function Approximation Yining Wang Ruosong Wang S. Du A. Krishnamurthy 127 135 0 09 Dec 2019