Peng Cheng

Joined

July 2019

Names

Peng Cheng

Emails

****@126.com (Confirmed)

,

****@bjtu.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Beijing Jiaotong University (bjtu.edu.cn)

2020 – 2025

Advisors, Relations & Conflicts

Social

Jing-Cheng Pang

Present

Social

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Social

Present

Expertise

No areas of expertise listed

Publications

Sample Efficient Offline RL via T-Symmetry Enforced Latent State-Stitching
Peng Cheng, Zhihao Wu, Jianxiong Li, Ziteng He, Haoran Xu, Wei Sun, Youfang Lin, Yunxin Liu, Xianyuan Zhan
- ICLR 2026 Poster
- Readers: Everyone
Sample Efficient Offline RL via T-symmetry Enforced Latent State-Stitching
Peng Cheng, Zhihao Wu, Jianxiong Li, Ziteng He, Haoran Xu, Wei Sun, Youfang Lin, Yunxin Liu, Xianyuan Zhan
- NeurReps 2025 Proceedings
- Readers: Everyone
Data Center Cooling System Optimization Using Offline Reinforcement Learning
Xianyuan Zhan, Xiangyu Zhu, Peng Cheng, Xiao Hu, Ziteng He, Hanfei Geng, Jichao Leng, Huiwen Zheng, Chenhui Liu, Tianshun Hong, Yan Liang, Yunxin Liu, Feng Zhao
- RL4RS 2025
- Readers: Everyone
Pushing the Limit of Sample-Efficient Offline Reinforcement Learning
Peng Cheng, Zhihao Wu, Jianxiong Li, Ziteng He, Haoran Xu, Wei Sun, Youfang Lin, Xianyuan Zhan
- ICLR 2025 Workshop World Models
- Readers: Everyone
Pushing the Limit of Small-Efficient Offline Reinforcement Learning
Peng Cheng, Zhihao Wu, Jianxiong Li, Haoran Xu, Wei Sun, Youfang Lin, Yunxin Liu, Xianyuan Zhan
- Submitted to ICLR 2025
- Readers: Everyone
Language-conditioned Multi-Style Policies with Reinforcement Learning
Chenglu Sun, Shuo Shen, Peng Cheng, Deyi Xue, Senwen Yu, Wenzhi Tao, Zixia Zhou
- Submitted to ICLR 2025
- Readers: Everyone
Data Center Cooling System Optimization Using Offline Reinforcement Learning
Xianyuan Zhan, Xiangyu Zhu, Peng Cheng, Xiao Hu, Ziteng He, Hanfei Geng, Jichao Leng, Huiwen Zheng, Chenhui Liu, Tianshun Hong, Yan Liang, Yunxin Liu, Feng Zhao
- ICLR 2025 Poster
- Readers: Everyone
Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL
Peng Cheng, Xianyuan Zhan, Zhihao Wu, Wenjia Zhang, Youfang Lin, Shou cheng Song, Han Wang
- Frontiers4LCD
- Readers: Everyone
Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL
Peng Cheng, Xianyuan Zhan, Zhihao Wu, Wenjia Zhang, Youfang Lin, Shou cheng Song, Han Wang, Li Jiang
- NeurIPS 2023 poster
- Readers: Everyone
Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL
Peng Cheng, Xianyuan Zhan, Zhihao Wu, Wenjia Zhang, Shoucheng Song, Han Wang, Youfang Lin, Li Jiang
- CoRR 2023
- Readers: Everyone

View all 18 publications

Co-Authors

View all 45 co-authors