Mitigating Relative Over-Generalization in Multi-Agent Reinforcement Learning

Ting Zhu, Yue Jin, Jeremie Houssineau +1

In decentralized multi-agent reinforcement learning, agents learning in isolation can lead to relative over-generalization (RO), where optimal joint actions are undervalued in favo…