Yi-Jie Sun

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

Efficient cooperation is challenging due to the usual partial observability of each agent in multi-agent reinforcement learning. Recurrent networks encode local interaction histories, but their hidden representations provide limited insight into the information underlying individual decisions. To address these challeng...