Ruiquan Huang
Scholar

Ruiquan Huang

Google Scholar ID: 0eo3JGgAAAAJ
Penn State University
machine learning
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Citations & Impact
All-time
Citations
190
 
H-index
7
 
i10-index
5
 
Publications
19
 
Co-authors
6
list available
Contact
No contact links provided.
Publications
4 items
Flow Matching for Offline Reinforcement Learning with Discrete Actions
2026
Cited
0
Augmenting Online RL with Offline Data is All You Need: A Unified Hybrid RL Algorithm Design and Analysis
2025
Cited
0
How Transformers Learn Regular Language Recognition: A Theoretical Study on Training Dynamics and Implicit Bias
2025
Cited
0
Robust Offline Reinforcement Learning for Non-Markovian Decision Processes
arXiv.org · 2024
Cited
0
Resume (English only)
Co-authors
6 total
Jing Yang
Jing Yang
Associate Professor of ECE and CS, University of Virginia
Cong Shen
Cong Shen
Associate Professor, University of Virginia
Yingbin Liang
Yingbin Liang
The Ohio State University
Yuan Cheng
Yuan Cheng
National Univerisity of Singapore
Duo Cheng
Duo Cheng
Department of Computer Science, Virginia Tech
Co-author 6
Co-author 6