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Xiangyu Zhu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Xiangyu Zhu
27
papers ·
608
citations ·
37
h-index
Chinese Academy of Sciences · Research Center for Eco-Environmental Sciences · University of Chinese Academy of Sciences · State Key Laboratory of Environmental Chemistry and Ecotoxicology
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Most-cited papers
Data Center Cooling System Optimization Using Offline Reinforcement Learning
2025 · 5 citations
Model-Based Offline Planning with Trajectory Pruning
2021 · 5 citations
When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement Learning
2022 · 4 citations
Constraints Penalized Q-learning for Safe Offline Reinforcement Learning
2021 · 3 citations
H2O+: An Improved Framework for Hybrid Offline-and-Online RL with Dynamics Gaps
2023
DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning
2021
Top co-authors
Xianyuan Zhan
· 6
Haoran Xu
· 4
Bingqi Liu
· 1
Chenhui Liu
· 1
Feng Zhao
· 1
Guyue Zhou
· 1
Hanfei Geng
· 1
Haocheng Zhao
· 1
Haoyi Niu
· 1
Honglei Yin
· 1
Huiwen Zheng
· 1
Jianming Hu
· 1
Topics
Offline RL
Model-Based RL
Safe RL
Value-Based
Exploration
Policy Gradient