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Huan Wang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Huan Wang
13
papers ·
46
citations ·
20
h-index
Northeastern University · Google (United States) · University of Wollongong · Westlake University · Xinjiang Institute of Engineering · Google (Israel) · Salesforce (United States)
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Most-cited papers
On the Generalization Gap in Reparameterizable Reinforcement Learning
2019 · 14 citations
Lower Bounds for Learning in Revealing POMDPs
2023 · 1 citations
xRouter: Training Cost-Aware LLMs Orchestration System via Reinforcement Learning
2025
UserRL: Training Interactive User-Centric Agent via Reinforcement Learning
2025
Top co-authors
Caiming Xiong
· 4
Akshara Prabhakar
· 2
Cheng Qian
· 2
Haolin Chen
· 2
Heng Ji
· 2
Jielin Qiu
· 2
Shelby Heinecke
· 2
Shirley Kokane
· 2
Silvio Savarese
· 2
Weiran Yao
· 2
Zhiwei Liu
· 2
Zuxin Liu
· 2
Topics
Model-Based RL
Policy Gradient
RLHF & Alignment
Exploration
Multi-Agent
Value-Based
Meta-RL