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Junhong Shen — most-cited papers & profile · Reinforcement Learning
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overview
Junhong Shen
7
papers ·
48
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Theoretically Principled Deep RL Acceleration via Nearest Neighbor Function Approximation
2021 · 18 citations
Thinking vs. Doing: Agents that Reason by Scaling Test-Time Interaction
2025
Top co-authors
Ameet Talwalkar
· 1
Amrith Setlur
· 1
Aviral Kumar
· 1
Hao Bai
· 1
Lin F. Yang
· 1
Lunjun Zhang
· 1
Nan Jiang
· 1
Shengbang Tong
· 1
Tong Zhang
· 1
Yifei Zhou
· 1
Topics
Model-Based RL
Exploration
Meta-RL
Policy Gradient
Value-Based