Xiaoyu Chen

PhD student, Peking University

Joined

September 2019

Names

Xiaoyu Chen (Preferred)

Emails

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

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

Peking University (pku.edu.cn)

2018 – Present

Undergrad student

Peking University (pku.edu.cn)

2014 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Liwei Wang

2018 – Present

Expertise

bandit

2018 – Present

reinforcement learning

exploration

2018 – Present

Publications

Streaming Euclidean Max-Cut: Dimension vs Data Reduction
Robert Krauthgamer, Xiaoyu Chen, Shaofeng Jiang
- STOC 2023: Proceedings of the 55th Annual ACM Symposium on Theory of Computing
- Readers: Everyone
The Sample Complexity of Online Strategic Decision Making with Information Asymmetry and Knowledge Transportability
Jiachen Hu, Rui Ai, Han Zhong, Xiaoyu Chen, Liwei Wang, Zhaoran Wang, Zhuoran Yang
- ICML 2025 poster
- Readers: Everyone
On the Power of Pre-training for Generalization in RL: Provable Benefits and Hardness
Haotian Ye, Xiaoyu Chen, Liwei Wang, Simon Shaolei Du
- ICML 2023 OralPoster
- Readers: Everyone
On the Power of Pre-training for Generalization in RL: Provable Benefits and Hardness
Haotian Ye, Xiaoyu Chen, Liwei Wang, Simon Shaolei Du
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
On the Power of Pre-training for Generalization in RL: Provable Benefits and Hardness
Haotian Ye, Xiaoyu Chen, Liwei Wang, Simon S. Du
- 2022 (modified: 16 Apr 2023)
- CoRR 2022
- Readers: Everyone
Understanding Domain Randomization for Sim-to-real Transfer
Xiaoyu Chen, Jiachen Hu, Chi Jin, Lihong Li, Liwei Wang
- 2022 (modified: 25 Apr 2023)
- ICLR 2022
- Readers: Everyone
Near-Optimal Reward-Free Exploration for Linear Mixture MDPs with Plug-in Solver
Xiaoyu Chen, Jiachen Hu, Lin Yang, Liwei Wang
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- ICLR 2022
- Readers: Everyone
Human-in-the-loop: Provably Efficient Preference-based Reinforcement Learning with General Function Approximation
Xiaoyu Chen, Han Zhong, Zhuoran Yang, Zhaoran Wang, Liwei Wang
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- ICML 2022
- Readers: Everyone
Human-in-the-loop: Provably Efficient Preference-based Reinforcement Learning with General Function Approximation
Xiaoyu Chen, Han Zhong, Zhuoran Yang, Zhaoran Wang, Liwei Wang
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- CoRR 2022
- Readers: Everyone
Understanding Domain Randomization for Sim-to-real Transfer
Xiaoyu Chen, Jiachen Hu, Chi Jin, Lihong Li, Liwei Wang
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Spotlight
- Readers: Everyone

View all 18 publications

Xiaoyu Chen

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors