Reliably Re-Acting to Partner's Actions with the Social Intrinsic Motivation of Transfer Empowerment

Tessa van der Heiden, Herke van Hoof, Efstratios Gavves +1

We consider multi-agent reinforcement learning (MARL) for cooperative communication and coordination tasks. MARL agents can be brittle because they can overfit their training partn…