Cooperative Game-Theoretic Credit Assignment for Multi-Agent Policy Gradients via the Core

Mengda Ji, Genjiu Xu, Keke Jia +4

This work focuses on the credit assignment problem in cooperative multi-agent reinforcement learning (MARL). Sharing the global advantage among agents often leads to insufficient p…