Multi-Agent Reinforcement Learning via Double Averaging Primal-Dual Optimization

Hoi-To Wai, Zhuoran Yang, Zhaoran Wang, Mingyi Hong

Nov-20-2025, 16:41:02 GMT–Neural Information Processing Systems 

We prove that the proposed algorithm converges to the optimal solution at a global geometric rate.