Xu-Hui Liu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Function Approximation

Reinforcement Learning

Regularized Kernel

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Chengxing Jia, Fuxiang Zhang, Yi-Chen Li, Chenxiao Gao, Xu-Hui Liu, Lei Yuan, Zongzhang Zhang, Yang Yu
Disentangling Policy from Offline Task Representation Learning via Adversarial Data Augmentation. CoRR (2024)
Xu-Hui Liu, Tian-Shuo Liu, Shengyi Jiang, Ruifeng Chen, Zhilong Zhang, Xinwei Chen, Yang Yu
Energy-Guided Diffusion Sampling for Offline-to-Online Reinforcement Learning. CoRR (2024)
Ruifeng Chen, Xu-Hui Liu, Tian-Shuo Liu, Shengyi Jiang, Feng Xu, Yang Yu
Foresight Distribution Adjustment for Off-policy Reinforcement Learning. AAMAS (2024)
Chengxing Jia, Fuxiang Zhang, Yi-Chen Li, Chenxiao Gao, Xu-Hui Liu, Lei Yuan, Zongzhang Zhang, Yang Yu
Disentangling Policy from Offline Task Representation Learning via Adversarial Data Augmentation. AAMAS (2024)
Xu-Hui Liu, Feng Xu, Xinyu Zhang, Tianyuan Liu, Shengyi Jiang, Ruifeng Chen, Zongzhang Zhang, Yang Yu
How To Guide Your Learner: Imitation Learning with Active Adaptive Expert Involvement. CoRR (2023)
Xu-Hui Liu, Feng Xu, Xinyu Zhang, Tianyuan Liu, Shengyi Jiang, Ruifeng Chen, Zongzhang Zhang, Yang Yu
How To Guide Your Learner: Imitation Learning with Active Adaptive Expert Involvement. AAMAS (2023)
Hong Qian, Xu-Hui Liu, Chen-Xi Su, Aimin Zhou, Yang Yu
The Teaching Dimension of Regularized Kernel Learners. ICML (2022)
Yi-Qi Hu, Xu-Hui Liu, Shu-Qiao Li, Yang Yu
Cascaded Algorithm Selection With Extreme-Region UCB Bandit. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Xue-Kun Jin, Xu-Hui Liu, Shengyi Jiang, Yang Yu
Hybrid Value Estimation for Off-policy Evaluation and Offline Reinforcement Learning. CoRR (2022)
Zhenghai Xue, Xu-Hui Liu, Jing-Cheng Pang, Shengyi Jiang, Feng Xu, Yang Yu
Regret Minimization Experience Replay. CoRR (2021)
Xu-Hui Liu, Zhenghai Xue, Jing-Cheng Pang, Shengyi Jiang, Feng Xu, Yang Yu
Regret Minimization Experience Replay in Off-Policy Reinforcement Learning. NeurIPS (2021)