Descent-Guided Policy Gradient for Scalable Cooperative Multi-Agent Learning

Shan Yang, Yang Liu

Scaling cooperative multi-agent reinforcement learning (MARL) is fundamentally limited by cross-agent noise. When agents share a common reward, each agent's learning signal is comp…