Yiqin Yang

Assistant Professor, Institute of automation, Chinese academy of science, Chinese Academy of Sciences

Joined

April 2021

Names

Yiqin Yang (Preferred)

Emails

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

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Assistant Professor

Institute of automation, Chinese academy of science, Chinese Academy of Sciences (ia.ac.cn)

2024 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Machine Learning

Present

Reinforcement Learning

Present

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
COMPASS: Training-Free Guidance for Skill Discovery with Human Feedback
Yao Luan, Ni Mu, Hanfei Ge, Yiqin Yang, Bo XU, Qing-Shan Jia
- Submitted to ICLR 2026
- 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
STAIR: Addressing Stage Misalignment through Temporal-Aligned Preference Reinforcement Learning
Yao Luan, Ni Mu, Yiqin Yang, Bo XU, Qing-Shan Jia
- 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
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- ICLR 2025 Conference Withdrawn Submission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 35 publications

Co-Authors

View all 51 co-authors