WebbYue Wang, Shaofeng Zou. Abstract. Robust reinforcement learning (RL) is to find a policy that optimizes the worst-case performance over an uncertainty set of MDPs. In this … Webb8 sep. 2024 · Sample and Communication-Efficient Decentralized Actor-Critic Algorithms with Finite-Time Analysis Ziyi Chen, Yi Zhou, Rongrong Chen, Shaofeng Zou Actor-critic (AC) algorithms have been widely adopted in decentralized multi-agent systems to learn the optimal joint control policy.

An Information Theoretic Approach to Secret Sharing

WebbDoes Qin Shaofeng have that strength?" Zou Xinfeng said fiercely. A gleam of light flashed in Zhao Zifa's eyes, and he said solemnly, "It seems that we have all underestimated the … WebbShaofeng Zou This paper develops the first policy gradient method with global optimality guarantee and complexity analysis for robust reinforcement learning under model … st ives cornish pasty shop

‪Shaofeng Zou‬ - ‪Google Scholar‬

WebbZiyi Chen, Yi Zhou, Rong-Rong Chen, Shaofeng Zou Proceedings of the 39th International Conference on Machine Learning , PMLR 162:3794-3834, 2024. Abstract Actor-critic (AC) … Webb28 jan. 2024 · Actor-critic (AC) algorithms have been widely adopted in decentralized multi-agent systems to learn the optimal joint control policy. However, existing decentralized … WebbShaofeng Zou currently works as an Assistant Professor at University at Buffalo, the State University of New York. Skills and Expertise Reinforcement Learning Machine Learning … st ives classic webcam