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Pheng-Ann Heng — most-cited papers & profile · Reinforcement Learning
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overview
Pheng-Ann Heng
48
papers ·
81
citations ·
0
h-index
Google Scholar ↗
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Most-cited papers
Agent with Warm Start and Active Termination for Plane Localization in 3D Ultrasound
2019 · 27 citations
From Supervision to Exploration: What Does Protein Language Model Learn During Reinforcement Learning?
2025 · 1 citations
Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement Learning
2024 · 1 citations
Delving into RL for Image Generation with CoT: A Study on DPO vs. GRPO
2025
Top co-authors
Cesar de la Fuente-Nunez
· 1
Chengzhuo Tong
· 1
Dong Ni
· 1
Fang Wu
· 1
Ge Liu
· 1
Hai Zhang
· 1
Hanqun Cao
· 1
Hao Qin
· 1
Haoran Dou
· 1
Hongrui Zhang
· 1
Hongsheng Li
· 1
Jikuan Qian
· 1
Topics
Model-Based RL
Exploration
Policy Gradient
Value-Based
RLHF & Alignment
Meta-RL
Offline RL
Multi-Agent