Heyang Zhao
Scholar

Heyang Zhao

Google Scholar ID: zHQ1ap0AAAAJ
UCLA
Machine Learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
238
 
H-index
8
 
i10-index
7
 
Publications
14
 
Co-authors
15
list available
Contact
No contact links provided.
Publications
7 items
Near-Optimal Regret for KL-Regularized Multi-Armed Bandits
2026
Cited
0
Best-of-Majority: Minimax-Optimal Strategy for Pass@$k$ Inference Scaling
2025
Cited
0
Beyond-Expert Performance with Limited Demonstrations: Efficient Imitation Learning with Double Exploration
2025
Cited
0
Logarithmic Regret for Online KL-Regularized Reinforcement Learning
2025
Cited
0
Nearly Optimal Sample Complexity of Offline KL-Regularized Contextual Bandits under Single-Policy Concentrability
2025
Cited
0
Sharp Analysis for KL-Regularized Contextual Bandits and RLHF
arXiv.org · 2024
Cited
1
A Nearly Optimal and Low-Switching Algorithm for Reinforcement Learning with General Function Approximation
arXiv.org · 2023
Cited
11
Resume (English only)
Co-authors
15 total
Quanquan Gu
Quanquan Gu
Associate Professor of Computer Science, UCLA
Jiafan He
Jiafan He
PhD student, Department of Computer Science, UCLA
Dongruo Zhou
Dongruo Zhou
Indiana University Bloomington
Tong Zhang
Tong Zhang
UIUC
Co-author 5
Co-author 5
XUHENG LI
XUHENG LI
Department of Computer Science, University of California, Los Angeles
Chenlu Ye
Chenlu Ye
Computer Science, University of Illinois Urbana-Champaign
Farzad Farnoud
Farzad Farnoud
University of Virginia