Hao Hu

Researcher, Moonshot AI

Joined

September 2020

Names

Hao Hu (Preferred)

Emails

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

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Moonshot AI (moonshot.cn)

2024 – Present

PhD student

Tsinghua University (tsinghua.edu.cn)

2019 – 2024

Undergrad student

Peking University (pku.edu.cn)

2015 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Chongjie Zhang

2019 – 2024

PhD Advisor

Yang Gao

2019 – 2024

Expertise

No areas of expertise listed

Publications

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
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
DAIL: Beyond Task Ambiguity for Language-Conditioned Reinforcement Learning
Runpeng Xie, Quanwei Wang, Hao Hu, Zherui Zhou, Ni Mu, Xiyun Li, Yiqin Yang, Shuang Xu, Qianchuan Zhao, Bo XU
- NeurIPS 2025 poster
- Readers: Everyone
CLARIFY: Contrastive Preference Reinforcement Learning for Untangling Ambiguous Queries
Ni Mu, Hao Hu, Xiao Hu, Yiqin Yang, Bo XU, Qing-Shan Jia
- ICML 2025 poster
- 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
Reason for Future, Act for Now: A Principled Architecture for Autonomous LLM Agents
Zhihan Liu, Hao Hu, Shenao Zhang, Hongyi Guo, Shuqi Ke, Boyi Liu, Zhaoran Wang
- ICML 2024 Poster
- Readers: Everyone
Bayesian Design Principles for Offline-to-Online Reinforcement Learning
Hao Hu, Yiqin Yang, Jianing Ye, Chengjie Wu, Ziqing Mai, Yujing Hu, Tangjie Lv, Changjie Fan, Qianchuan Zhao, Chongjie Zhang
- ICML 2024 Poster
- Readers: Everyone
Planning, Fast and Slow: Online Reinforcement Learning with Action-Free Offline Data via Multiscale Planners
Chengjie Wu, Hao Hu, Yiqin Yang, Ning Zhang, Chongjie Zhang
- ICML 2024 Poster
- Readers: Everyone

View all 30 publications

Co-Authors

View all 63 co-authors