Faster Last-iterate Convergence of Policy Optimization in Zero-Sum Markov Games

Shicong Cen, Yuejie Chi, Simon S. Du +1

Multi-Agent Reinforcement Learning (MARL) -- where multiple agents learn to interact in a shared dynamic environment -- permeates across a wide range of critical applications. Whil…