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Heng Huang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Heng Huang
53
papers ·
254
citations ·
74
h-index
Chongqing University · University of Pittsburgh · Chengdu University of Technology · Ocean University of China · University of Maryland, College Park · Hainan Tropical Ocean University
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Most-cited papers
Accelerated Method for Stochastic Composition Optimization with Nonsmooth Regularization
2017 · 21 citations
Momentum-Based Policy Gradient Methods
2020 · 3 citations
Bregman Gradient Policy Optimization
2021 · 1 citations
Solving a Class of Non-Convex Minimax Optimization in Federated Learning
2023 · 1 citations
Robust Reinforcement Learning in Finance: Modeling Market Impact with Elliptic Uncertainty Sets
2025
Rectified Robust Policy Optimization for Model-Uncertain Constrained Reinforcement Learning without Strong Duality
2025
Top co-authors
Feihu Huang
· 2
Shangqian Gao
· 2
Shaocong Ma
· 2
Aidong Zhang
· 1
Bin Gu
· 1
Jianhui Sun
· 1
Jian Pei
· 1
Ji Liu
· 1
Xidong Wu
· 1
Yi Zhou
· 1
Zhengmian Hu
· 1
Zhouyuan Huo
· 1
Topics
Model-Based RL
Safe RL
Policy Gradient
Value-Based
Offline RL
cs.DS
cs.IT
math.OC