Mean-Field Controls with Q-learning for Cooperative MARL: Convergence and Complexity Analysis

Haotian Gu, Xin Guo, Xiaoli Wei +1

Multi-agent reinforcement learning (MARL), despite its popularity and empirical success, suffers from the curse of dimensionality. This paper builds the mathematical framework to a…