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Hua Zheng — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Hua Zheng
8
papers ·
12
citations ·
20
h-index
Northeastern University · Zhejiang Normal University · Dongguan University of Technology · Xi'an Aeronautical University
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Most-cited papers
Personalized Multimorbidity Management for Patients with Type 2 Diabetes Using Reinforcement Learning of Electronic Health Records
2020 · 3 citations
Opportunities of Hybrid Model-based Reinforcement Learning for Cell Therapy Manufacturing Process Control
2022 · 3 citations
Policy Optimization in Dynamic Bayesian Network Hybrid Models of Biomanufacturing Processes
2021 · 2 citations
Green Simulation Assisted Reinforcement Learning with Model Risk for Biomanufacturing Learning and Control
2020 · 1 citations
On the Convergence of Experience Replay in Policy Optimization: Characterizing Bias, Variance, and Finite-Time Convergence
2021 · 1 citations
Variance Reduction based Partial Trajectory Reuse to Accelerate Policy Gradient Optimization
2022 · 1 citations
Variance Reduction based Experience Replay for Policy Optimization
2022 · 1 citations
Digital Twin Calibration with Model-Based Reinforcement Learning
2025
Top co-authors
Ilya O. Ryzhov
· 3
M. Ben Feng
· 2
Wei Xie
· 2
Wei Xie
· 2
Wei Xie
· 2
and Judy Zhong
· 1
Dongming Xie
· 1
Keilung Choy
· 1
Keqi Wang
· 1
M. Ben Feng
· 1
Wei Xie
· 1
Wei Xie
· 1
Topics
Model-Based RL
Policy Gradient
Offline RL
Safe RL
Exploration
Value-Based