Escaping Local Views: Discovering Latent Concepts for Interpretable Multi-Agent Reinforcement Learning

Yijie Sun, Sanquan Sun, Yanda Zhu +3

Efficient cooperation is challenging due to the usual partial observability of each agent in multi-agent reinforcement learning. Recurrent networks encode local interaction histori…