The Benefits of Power Regularization in Cooperative Reinforcement Learning

Michelle Li, Michael Dennis

Cooperative Multi-Agent Reinforcement Learning (MARL) algorithms, trained only to optimize task reward, can lead to a concentration of power where the failure or adversarial intent…