Higher Replay Ratio Empowers Sample-Efficient Multi-Agent Reinforcement Learning

Linjie Xu, Zichuan Liu, Alexander Dockhorn +4

One of the notorious issues for Reinforcement Learning (RL) is poor sample efficiency. Compared to single agent RL, the sample efficiency for Multi-Agent Reinforcement Learning (MA…