Global Convergence of Localized Policy Iteration in Networked Multi-Agent Reinforcement Learning

Yizhou Zhang, Guannan Qu, Pan Xu +3

We study a multi-agent reinforcement learning (MARL) problem where the agents interact over a given network. The goal of the agents is to cooperatively maximize the average of thei…