Xiong, Huaqing

5 publications

UAI 2022 Deterministic Policy Gradient: Convergence Analysis Huaqing. Xiong, Tengyu Xu, Lin Zhao, Yingbin Liang, Wei Zhang

NeurIPS 2021 Faster Non-Asymptotic Convergence for Double Q-Learning Lin Zhao, Huaqing Xiong, Yingbin Liang

AAAI 2021 Non-Asymptotic Convergence of Adam-Type Reinforcement Learning Algorithms Under Markovian Sampling Huaqing Xiong, Tengyu Xu, Yingbin Liang, Wei Zhang

IJCAI 2020 Analysis of Q-Learning with Adaptation and Momentum Restart for Gradient Descent Bowen Weng, Huaqing Xiong, Yingbin Liang, Wei Zhang

NeurIPS 2020 Finite-Time Analysis for Double Q-Learning Huaqing Xiong, Lin Zhao, Yingbin Liang, Wei Zhang