Zhenghai Xue

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 20

Top Topics

Temporal Difference

User Engagement

Reinforcement Learning

Top Venues

Publications

Longtao Zheng, Zhiyuan Huang, Zhenghai Xue, Xinrun Wang, Bo An, Shuicheng Yan
AgentStudio: A Toolkit for Building General Virtual Agents. CoRR (2024)
Zhenghai Xue, Xiaoyu Yi, Wenkai Feng, Linghao Kong, Mingtang Wu
Prediction and mapping of soil thickness in alpine canyon regions based on whale optimization algorithm optimized random forest: A case study of Baihetan Reservoir area in China. Comput. Geosci. 191 (2024)
Ziru Liu, Shuchang Liu, Bin Yang, Zhenghai Xue, Qingpeng Cai, Xiangyu Zhao, Zijian Zhang, Lantao Hu, Han Li, Peng Jiang
Modeling User Retention through Generative Flow Networks. KDD (2024)
Ziru Liu, Shuchang Liu, Bin Yang, Zhenghai Xue, Qingpeng Cai, Xiangyu Zhao, Zijian Zhang, Lantao Hu, Han Li, Peng Jiang
Modeling User Retention through Generative Flow Networks. CoRR (2024)
Safa Messaoud, Billel Mokeddem, Zhenghai Xue, Linsey Pang, Bo An, Haipeng Chen, Sanjay Chawla
S2AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic. ICLR (2024)
Safa Messaoud, Billel Mokeddem, Zhenghai Xue, Linsey Pang, Bo An, Haipeng Chen, Sanjay Chawla
AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic. CoRR (2024)
Quanyi Li, Zhenghao Peng, Lan Feng, Qihang Zhang, Zhenghai Xue, Bolei Zhou
MetaDrive: Composing Diverse Driving Scenarios for Generalizable Reinforcement Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (3) (2023)
Zhenghai Xue, Qingpeng Cai, Shuchang Liu, Dong Zheng, Peng Jiang, Kun Gai, Bo An
State Regularized Policy Optimization on Data with Dynamics Shift. CoRR (2023)
Zhenghai Xue, Zhenghao Peng, Quanyi Li, Zhihan Liu, Bolei Zhou
Guarded Policy Optimization with Imperfect Online Demonstrations. ICLR (2023)
Qingpeng Cai, Zhenghai Xue, Chi Zhang, Wanqi Xue, Shuchang Liu, Ruohan Zhan, Xueliang Wang, Tianyou Zuo, Wentao Xie, Dong Zheng, Peng Jiang, Kun Gai
Two-Stage Constrained Actor-Critic for Short Video Recommendation. CoRR (2023)
Qingpeng Cai, Zhenghai Xue, Chi Zhang, Wanqi Xue, Shuchang Liu, Ruohan Zhan, Xueliang Wang, Tianyou Zuo, Wentao Xie, Dong Zheng, Peng Jiang, Kun Gai
Two-Stage Constrained Actor-Critic for Short Video Recommendation. WWW (2023)
Zhenghai Xue, Qingpeng Cai, Tianyou Zuo, Bin Yang, Lantao Hu, Peng Jiang, Kun Gai, Bo An
AdaRec: Adaptive Sequential Recommendation for Reinforcing Long-term User Engagement. CoRR (2023)
Wanqi Xue, Qingpeng Cai, Zhenghai Xue, Shuo Sun, Shuchang Liu, Dong Zheng, Peng Jiang, Kun Gai, Bo An
PrefRec: Recommender Systems with Human Preferences for Reinforcing Long-term User Engagement. KDD (2023)
Yue Feng, Shuchang Liu, Zhenghai Xue, Qingpeng Cai, Lantao Hu, Peng Jiang, Kun Gai, Fei Sun
A Large Language Model Enhanced Conversational Recommender System. CoRR (2023)
Zhenghai Xue, Qingpeng Cai, Shuchang Liu, Dong Zheng, Peng Jiang, Kun Gai, Bo An
State Regularized Policy Optimization on Data with Dynamics Shift. NeurIPS (2023)
Zhenghai Xue, Zhenghao Peng, Quanyi Li, Zhihan Liu, Bolei Zhou
Guarded Policy Optimization with Imperfect Online Demonstrations. CoRR (2023)
Wanqi Xue, Qingpeng Cai, Zhenghai Xue, Shuo Sun, Shuchang Liu, Dong Zheng, Peng Jiang, Bo An
PrefRec: Preference-based Recommender Systems for Reinforcing Long-term User Engagement. CoRR (2022)
Quanyi Li, Zhenghao Peng, Zhenghai Xue, Qihang Zhang, Bolei Zhou
MetaDrive: Composing Diverse Driving Scenarios for Generalizable Reinforcement Learning. CoRR (2021)
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)