Scalable and Sample Efficient Distributed Policy Gradient Algorithms in Multi-Agent Networked Systems

Xin Liu, Honghao Wei, Lei Ying

This paper studies a class of multi-agent reinforcement learning (MARL) problems where the reward that an agent receives depends on the states of other agents, but the next state o…