Assigning Credit with Partial Reward Decoupling in Multi-Agent Proximal Policy Optimization

Aditya Kapoor, Benjamin Freed, Howie Choset +1

Multi-agent proximal policy optimization (MAPPO) has recently demonstrated state-of-the-art performance on challenging multi-agent reinforcement learning tasks. However, MAPPO stil…