Huaqing Xiong

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 12

Top Topics

Policy Gradient

Learning Algorithm

Asymptotic Convergence

Top Venues

Publications

Huaqing Xiong, Tengyu Xu, Lin Zhao, Yingbin Liang, Wei Zhang
Deterministic policy gradient: Convergence analysis. UAI (2022)
Bowen Weng, Huaqing Xiong, Lin Zhao, Yingbin Liang, Wei Zhang
Finite-time theory for momentum Q-learning. UAI (2021)
Huaqing Xiong, Tengyu Xu, Yingbin Liang, Wei Zhang
Non-asymptotic Convergence of Adam-type Reinforcement Learning Algorithms under Markovian Sampling. AAAI (2021)
Lin Zhao, Huaqing Xiong, Yingbin Liang
Faster Non-asymptotic Convergence for Double Q-learning. NeurIPS (2021)
Bowen Weng, Huaqing Xiong, Yingbin Liang, Wei Zhang
Analysis of Q-learning with Adaptation and Momentum Restart for Gradient Descent. CoRR (2020)
Huaqing Xiong, Lin Zhao, Yingbin Liang, Wei Zhang
Finite-Time Analysis for Double Q-learning. NeurIPS (2020)
Huaqing Xiong, Lin Zhao, Yingbin Liang, Wei Zhang
Finite-Time Analysis for Double Q-learning. CoRR (2020)
Huaqing Xiong, Yuejie Chi, Bin Hu, Wei Zhang
Analytical convergence regions of accelerated gradient descent in nonconvex optimization under Regularity Condition. Autom. 113 (2020)
Huaqing Xiong, Tengyu Xu, Yingbin Liang, Wei Zhang
Non-asymptotic Convergence of Adam-type Reinforcement Learning Algorithms under Markovian Sampling. CoRR (2020)
Bowen Weng, Huaqing Xiong, Lin Zhao, Yingbin Liang, Wei Zhang
Momentum Q-learning with Finite-Sample Convergence Guarantee. CoRR (2020)
Bowen Weng, Huaqing Xiong, Yingbin Liang, Wei Zhang
Analysis of Q-learning with Adaptation and Momentum Restart for Gradient Descent. IJCAI (2020)
Bowen Weng, Lin Zhao, Huaqing Xiong, Wei Zhang
Momentum-based Accelerated Q-learning. CoRR (2019)