Co2PO: Coordinated Constrained Policy Optimization for Multi-Agent RL

Shrenik Patel, Christine Truong

Constrained multi-agent reinforcement learning (MARL) faces a fundamental tension between exploration and safety-constrained optimization. Existing leading approaches, such as Lagr…