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Xianyuan Zhan — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Xianyuan Zhan
43
papers ·
91
citations ·
21
h-index
Tsinghua University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
A Policy-Guided Imitation Approach for Offline Reinforcement Learning
2022 · 10 citations
Offline Reinforcement Learning with Soft Behavior Regularization
2021 · 9 citations
Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations
2022 · 9 citations
When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning
2022 · 7 citations
Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization
2023 · 6 citations
Data Center Cooling System Optimization Using Offline Reinforcement Learning
2025 · 5 citations
Model-Based Offline Planning with Trajectory Pruning
2021 · 5 citations
PROTO: Iterative Policy Regularized Offline-to-Online Reinforcement Learning
2023 · 5 citations
A Versatile and Efficient Reinforcement Learning Framework for Autonomous Driving
2021 · 4 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
Seizing Serendipity: Exploiting the Value of Past Success in Off-Policy Actor-Critic
2023 · 3 citations
Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model
2024 · 3 citations
Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL
2023 · 2 citations
Top co-authors
Haoran Xu
· 10
Jianxiong Li
· 9
Tianying Ji
· 5
Fuchun Sun
· 4
Guyue Zhou
· 4
Xiangyu Zhu
· 4
Haoyi Niu
· 3
Huazhe Xu
· 3
Jianming Hu
· 3
Jingjing Liu
· 3
Li Jiang
· 3
Ya-Qin Zhang
· 3
Topics
Offline RL
Model-Based RL
Policy Gradient
Value-Based
Safe RL
Exploration
Multi-Agent
Meta-RL
RLHF & Alignment
Game AI