Attention-Guided Contrastive Role Representations for Multi-Agent Reinforcement Learning

Zican Hu, Zongzhang Zhang, Huaxiong Li +3

Real-world multi-agent tasks usually involve dynamic team composition with the emergence of roles, which should also be a key to efficient cooperation in multi-agent reinforcement…