Jiachen Hu

Joined

September 2019

Names

Jiachen Hu (Preferred)

Emails

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

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

Peking University (pku.edu.cn)

2021 – 2025

Undergrad student

Peking University (pku.edu.cn)

2016 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Liwei Wang

2021 – 2025

Expertise

Theoretical Reinforcement Learning

2016 – Present

Publications

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 Limitation of Transformer for Learning HMMs
Jiachen Hu, Qinghua Liu, Chi Jin
- Submitted to ICLR 2025
- Readers: Everyone
Provably Efficient Exploration in Quantum Reinforcement Learning with Logarithmic Worst-Case Regret
Han Zhong, Jiachen Hu, Yecheng Xue, Tongyang Li, Liwei Wang
- ICML 2024 Poster
- Readers: Everyone
Provably Efficient Exploration in Quantum Reinforcement Learning with Logarithmic Worst-Case Regret
Han Zhong, Jiachen Hu, Yecheng Xue, Tongyang Li, Liwei Wang
- Submitted to ICLR 2024
- Readers: Everyone
Provably Efficient Exploration in Quantum Reinforcement Learning with Logarithmic Worst-Case Regret
Han Zhong, Jiachen Hu, Yecheng Xue, Tongyang Li, Liwei Wang
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
Provable Sim-to-real Transfer in Continuous Domain with Partial Observations
Jiachen Hu, Han Zhong, Chi Jin, Liwei Wang
- Published: 01 Feb 2023, Last Modified: 02 Mar 2023
- ICLR 2023 poster
- Readers: Everyone
Near-Optimal Reward-Free Exploration for Linear Mixture MDPs with Plug-in Solver
Xiaoyu Chen, Jiachen Hu, Lin Yang, Liwei Wang
- 2022 (modified: 25 Apr 2023)
- ICLR 2022
- Readers: Everyone
Provable Sim-to-real Transfer in Continuous Domain with Partial Observations
Jiachen Hu, Han Zhong, Chi Jin, Liwei Wang
- 2022 (modified: 25 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
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 20 publications