Robust Multi-Agent Reinforcement Learning by Mutual Information Regularization

Simin Li, Ruixiao Xu, Jingqiao Xiu +4

In multi-agent reinforcement learning (MARL), ensuring robustness against unpredictable or worst-case actions by allies is crucial for real-world deployment. Existing robust MARL m…