PosterBeyond Worst-Case Analysis in Stochastic Approximation: Moment Estimation Improves Instance Complexity
Conference paperFinite-Time Convergence and Sample Complexity of Multi-Agent Actor-Critic Reinforcement Learning with Average Reward