Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach

Chak Lam Shek, Guangyao Shi, Pratap Tokekar

Multi-agent reinforcement learning (MARL) requires coordinated and stable policy updates among interacting agents. Heterogeneous-Agent Trust Region Policy Optimization (HATRPO) enf…