Yuhua Jiang

PhD student, Department of Automation, Tsinghua University

Joined

March 2023

Names

Yuhua Jiang (Preferred)

Emails

****@mails.tsinghua.edu.cn (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

PhD student

Department of Automation, Tsinghua University (tsinghua.edu.cn)

2022 – 2027

Undergrad student

Nanjing university (nju.edu.cn)

2018 – 2022

Advisors, Relations & Conflicts

Coauthor

Chongjie Zhang

2024 – Present

PhD Advisor

Qianchuan Zhao

2022 – Present

Expertise

Reinforcement Learning

Present

Publications

PAG: Multi-Turn Reinforced LLM Self-Correction with Policy as Generative Verifier
Yuhua Jiang, Yuwen Xiong, Yufeng Yuan, Chao Xin, Wenyuan Xu, YuYue, Qianchuan Zhao, Lin Yan
- MATH-AI 2025 Poster
- Readers: Everyone
Risk-Sensitive Reinforcement Learning for Alleviating Exploration Dilemmas in Large Language Models
Yuhua Jiang, Jiawei Huang, Yufeng Yuan, Xin Mao, YuYue, Qianchuan Zhao, Lin Yan
- MATH-AI 2025 Poster
- Readers: Everyone
OPRIDE: Efficient Offline Preference-based Reinforcement Learning via In-Dataset Exploration
Yiqin Yang, Hao Hu, Yihuan Mao, Jin Zhang, Chengjie Wu, Yuhua Jiang, Xu Yang, Runpeng Xie, Yi Fan, Bo Liu, Yang Gao, Bo XU, Chongjie Zhang
- ICLR 2026 Poster
- Readers: Everyone
PAG: Multi-Turn Reinforced LLM Self-Correction with Policy as Generative Verifier
Yuhua Jiang, Yuwen Xiong, Yufeng Yuan, Chao Xin, Wenyuan Xu, YuYue, Qianchuan Zhao, Lin Yan
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
GlobeDiff: State Diffusion Process for Partial Observability in Multi-Agent System
Yiqin Yang, Xu Yang, Yuhua Jiang, Ni Mu, Hao Hu, Runpeng Xie, Ziyou Zhang, Siyuan Li, Yuan-Hua Ni, Qianchuan Zhao, Bo XU
- ICLR 2026 Poster
- Readers: Everyone
Risk-Sensitive Reinforcement Learning for Alleviating Exploration Dilemmas in Large Language Models
Yuhua Jiang, Jiawei Huang, Yufeng Yuan, Xin Mao, YuYue, Qianchuan Zhao, Lin Yan
- ICLR 2026 Poster
- Readers: Everyone
Maximum Next-State Entropy for Efficient Reinforcement Learning
Dianyu Zhong, Yiqin Yang, Ziyou Zhang, Yuhua Jiang, Bo XU, Qianchuan Zhao
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Fewer May Be Better: Enhancing Offline Reinforcement Learning with Reduced Dataset
Yiqin Yang, Quanwei Wang, Chenghao Li, Hao Hu, Chengjie Wu, Yuhua Jiang, Dianyu Zhong, Ziyou Zhang, Qianchuan Zhao, Chongjie Zhang, Bo XU
- ICLR 2025 Poster
- Readers: Everyone
Fewer Questions, Better Answers: Efficient Offline Preference-based Reinforcement Learning via In-Dataset Exploration
Hao Hu, Yiqin Yang, Yihuan Mao, Jin Zhang, Chengjie Wu, Yuhua Jiang, Yi Fan, Bo Liu, Yang Gao, Bo XU, Chongjie Zhang
- Submitted to ICLR 2025
- Readers: Everyone
Episodic Novelty Through Temporal Distance
Yuhua Jiang, Qihan Liu, Yiqin Yang, Xiaoteng Ma, Dianyu Zhong, Hao Hu, Jun Yang, Bin Liang, Bo XU, Chongjie Zhang, Qianchuan Zhao
- ICLR 2025 Poster
- Readers: Everyone

View all 12 publications

Co-Authors

View all 32 co-authors