Ph.D. in Control Science and Engineering
China University of Mining and Technology
China University of Mining and Technology
2025 — Present
Hengrui Zhang
Ph.D. Student @ China University of Mining and Technology
📧 hengruizhang@cumt.edu.cn | hengruizhang0132@gmail.com
About
I am a first-year Ph.D. student at the School of Information and Control Engineering, China University of Mining and Technology (CUMT), born on March 2, 2001. My research focuses on offline reinforcement learning, goal-conditioned reinforcement learning, and generative models. I am advised by Prof. Xuesong Wang.
Research Interests
- Offline Reinforcement Learning
- Goal-Conditioned Reinforcement Learning
- Generative Models
Education
M.Sc. in Control Science and Engineering
China University of Mining and Technology
China University of Mining and Technology
2023 — 2025
B.Sc. in Internet of Things Engineering
Yancheng Institute of Technology
Yancheng Institute of Technology
2019 — 2023
Publications
Return-Critic: Bridging Goal Discrepancy for Efficient Visual Reinforcement Learning
International Conference on Machine Learning (ICML), 2026
PCDT: Pessimistic Critic Decision Transformer for Offline Reinforcement Learning
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2025, 55(10): 7247–7258
Visual Reinforcement Learning Based on Multiview Optimization Aggregation
IEEE Transactions on Cognitive and Developmental Systems, 2025, 17(4): 1011–1021
Diffusion Policy Distillation for Offline Reinforcement Learning
Neural Networks, 2025, 190: 107694
Offline Reinforcement Learning Based on Advantage-Constrained Diffusion Policy
Control and Decision, 2025, 40(06): 1903–1912
Honors & Awards
Ph.D.
- First-Class Entrance Scholarship
M.Sc.
- Second-Class Entrance Scholarship
- Second-Class Academic Scholarship
B.Sc.
- National Scholarship
- National Endeavor Scholarship
- Yancheng "Yellow Sea Pearl" Scholarship
- First-Class Academic Scholarship ×8
- National Second Prize, 17th "Challenge Cup"
- National Third Prize, China College Student Computer Design Competition
- National Second Prize, China College Student Computer Design Competition (Preliminary)
Contact
- Email: hengruizhang@cumt.edu.cn / hengruizhang0132@gmail.com
- GitHub: github.com/Henry0132
- Google Scholar: Google Scholar