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Faculty of Science and Tech...
4
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1
Research outside affiliated...
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WANG Qingguo
4
JIA Weijia
1
BI Xiaowen
1
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7
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2025
1
2024
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deep reinforcement learning...
2
Adaptive event-triggering
1
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Control Engineering Practice
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IEEE Transactions on Multim...
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ISA Transactions
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Deep Reinforcement Learning Algorithm with Long Short-Term Memory Network for Optimizing Unmanned Aerial Vehicle Information Transmission
Journal article
Mathematics,2025, volume: 13, issue: 1
Authors:
He, Yufei
;
Hu, Ruiqi
;
Liang, Kewei
;
Liu, Yonghong
;
Zhou, Zhiyuan
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View/Download:4/0
  |  
Submit date:2025/03/10
deep reinforcement learning (DRL)
long short-term memory (LSTM)
nonconvex optimization
optimal control
unmanned aerial vehicle (UAV)
Real-Time Coordination of Dynamic Network Reconfiguration and Volt-VAR Control in Active Distribution Network: A Graph-Aware Deep Reinforcement Learning Approach
Journal article
IEEE Transactions on Smart Grid,2024, volume: 15, issue: 3, pages: 3288-3302
Authors:
Wang, Ruoheng
;
Bi, Xiaowen
;
Bu, Siqi
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  |  
View/Download:5/0
  |  
Submit date:2025/01/14
deep reinforcement learning (DRL)
Dynamic network reconfiguration (DNR)
graph neural network (GNN)
soft actor critic (SAC)
volt-VAR control (VVC)
Data-driven set-point learning control with ESO and RBFNN for nonlinear batch processes subject to nonrepetitive uncertainties
Journal article
ISA Transactions,2024, volume: 146, pages: 308-318
Authors:
Ahmad, Naseem
;
Hao, Shoulin
;
Liu, Tao
;
Gong, Yihui
;
Wang, Qing Guo
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View/Download:10/0
  |  
Submit date:2024/05/07
Dynamic linearization data model
Extended state observer
Nonlinear batch processes
Nonrepetitive uncertainties
Radial basis function neural network
Set-point learning control
Survey of transient performance control
Journal article
Control Engineering Practice,2023, volume: 138
Authors:
Wang, Qingguo
;
Sun, Jitao
;
Zhang, Jin-Xi
;
Huang, Jiangshuai
;
Yu, Jinpeng
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  |  
View/Download:12/0
  |  
Submit date:2023/09/21
Finite-time control
Funnel control
Learning control
Prescribed performance control
Transient performance control
Robust static output feedback based iterative learning control design with a finite-frequency-range two-dimensional ℋ∞ specification for batch processes subject to nonrepetitive disturbances
Journal article
International Journal of Robust and Nonlinear Control,2021, volume: 31, issue: 12, pages: 5745-5761
Authors:
Hao, Shoulin
;
Liu, Tao
;
Paszke, Wojciech
;
Galkowski, Krzysztof
;
Wang, Qingguo
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  |  
View/Download:5/0
  |  
Submit date:2021/08/12
batch process
finite-frequency-range 2D ℋ∞ specification
iterative learning control
nonrepetitive disturbances
output feedback
two-stage heuristic approach
Rate Control Method Based on Deep Reinforcement Learning for Dynamic Video Sequences in HEVC
Journal article
IEEE Transactions on Multimedia,2021, volume: 23, pages: 1106-1121
Authors:
Zhou, Mingliang
;
Wei, Xuekai
;
Kwong, Sam
;
Jia, Weijia
;
Fang, Bin
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View/Download:15/0
  |  
Submit date:2021/05/10
dynamically changing video
rate control
rate-distortion optimization
Reinforcement learning
Intelligent event-based output feedback control with Q-learning for unmanned marine vehicle systems
Journal article
Control Engineering Practice,2020, volume: 105
Authors:
Zhang, Dan
;
Ye, Zehua
;
Chen, Pengcheng
;
Wang, Qingguo
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View/Download:8/0
  |  
Submit date:2021/04/23
Adaptive event-triggering
Dynamic Output Feedback Control (DOFC)
Linear matrix inequality
Q-learning algorithm
Unmanned marine vehicle (UMV)