A Distributed Primal-Dual Method for Constrained Multi-agent Reinforcement Learning with General Parameterization

Ali Kahe, Hamed Kebriaei

This paper proposes a novel distributed approach for solving a cooperative Constrained Multi-agent Reinforcement Learning (CMARL) problem, where agents seek to minimize a global ob…