2025
Learning Nash Equilibrium of Markov Potential Games with a Shared Constraint via Primal-Dual Optimization
AAAI 2025technical
The problem of constrained Markov game has recently attracted interests in the study of multi-agent reinforcement learning (MARL). The existing literature has focused on safe MARL problems where safety constraints are imposed for each agent individually. In this work, we consider Markov potential ga…