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Haoran Xu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Haoran Xu
16
papers ·
53
citations ·
12
h-index
Shenyang Pharmaceutical University · Second Military Medical University · Chinese Academy of Sciences · Shanghai Institute of Organic Chemistry · Peng Cheng Laboratory · Intelligent Health (United Kingdom) · Massachusetts Institute of Technology
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Most-cited papers
A Policy-Guided Imitation Approach for Offline Reinforcement Learning
2022 · 10 citations
Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations
2022 · 9 citations
Model-Based Offline Planning with Trajectory Pruning
2021 · 5 citations
PROTO: Iterative Policy Regularized Offline-to-Online Reinforcement Learning
2023 · 5 citations
When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement Learning
2022 · 4 citations
Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization
2023 · 4 citations
Constraints Penalized Q-learning for Safe Offline Reinforcement Learning
2021 · 3 citations
Offline Reinforcement Learning with Imbalanced Datasets
2023 · 2 citations
Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning
2024 · 2 citations
SaFormer: A Conditional Sequence Modeling Approach to Offline Safe Reinforcement Learning
2023 · 1 citations
Mind the Gap: Offline Policy Optimization for Imperfect Rewards
2023 · 1 citations
Information-Theoretic Reward Decomposition for Generalizable RLHF
2025
DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning
2021
Top co-authors
Xianyuan Zhan
· 10
Jianxiong Li
· 5
Li Jiang
· 3
Xiangyu Zhu
· 3
Ya-Qin Zhang
· 3
Honglei Yin
· 2
Jingjing Liu
· 2
Liyuan Mao
· 2
Xiao Hu
· 2
Amy Zhang
· 1
Amy Zhang
· 1
Bowen Wang
· 1
Topics
Offline RL
Model-Based RL
Safe RL
Value-Based
Policy Gradient
Exploration
RLHF & Alignment