MARL with General Utilities via Decentralized Shadow Reward Actor-Critic

Junyu Zhang, Amrit Singh Bedi, Mengdi Wang +1

We posit a new mechanism for cooperation in multi-agent reinforcement learning (MARL) based upon any nonlinear function of the team's long-term state-action occupancy measure, i.e.…