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Faculty of Science and Tec...
14
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3
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12
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JIA Weijia
10
WANG Tian
7
BI Xiaowen
6
LEE ShuTak
4
GUO Jianxiong
3
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31
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2025
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Deep reinforcement learning
7
Reinforcement learning
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deep reinforcement learning
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reinforcement learning
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IEEE Transactions on Mobile...
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Uav trajectory optimization for maximizing the ToI-based data utility in wireless sensor networks
Journal article
Journal of Combinatorial Optimization,2025, volume: 49, issue: 3
Authors:
Zhao, Qing
;
Li, Zhen
;
Li, Jianqiang
;
Guo, Jianxiong
;
Ding, Xingjian
Favorite
  |  
View/Download:9/0
  |  
Submit date:2025/05/06
Approximation algorithm
Data collection
Deep reinforcement learning
Trajectory optimization
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
Favorite
  |  
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)
Mitigating cascading failure in power grids with deep reinforcement learning-based remedial actions
Journal article
Reliability Engineering and System Safety,2024, volume: 250
Authors:
Zhang, Xi
;
Wang, Qin
;
Bi, Xiaowen
;
Li, Donghong
;
Liu, Dong
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  |  
View/Download:4/0
  |  
Submit date:2025/01/14
Cascading failure
Deep reinforcement learning
Mitigation
Power grid
Proximal policy optimization
Remedial action
Quantum Finance and Fuzzy Reinforcement Learning-Based Multi-agent Trading System
Journal article
International Journal of Fuzzy Systems,2024, volume: 26, issue: 7, pages: 2224-2245
Authors:
Cheng, Chi
;
Chen, Bingshen
;
Xiao, Ziting
;
Lee, Raymond S.T.
Favorite
  |  
View/Download:5/0
  |  
Submit date:2024/11/04
Adaptive-network-based fuzzy inference systems
Quantum finance
Quantum price level
Reinforcement learning
Twin delayed deep deterministic policy gradient
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)
ToupleGDD: A Fine-Designed Solution of Influence Maximization by Deep Reinforcement Learning
Journal article
IEEE Transactions on Computational Social Systems,2024, volume: 11, issue: 2, pages: 2210-2221
Authors:
Chen, Tiantian
;
Yan, Siwen
;
Guo, Jianxiong
;
Wu, Weili
Favorite
  |  
View/Download:5/0
  |  
Submit date:2024/05/07
Deep reinforcement learning (DRL)
generalization
graph neural networks (GNNs)
influence maximization (IM)
social network
The design and implementation of a deep reinforcement learning and quantum finance theory-inspired portfolio investment management system
Journal article
Expert Systems with Applications,2024, volume: 238
Authors:
Qiu, Yitao
;
Liu, Rong Kai
;
Lee, Raymond S.T.
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  |  
View/Download:8/0
  |  
Submit date:2024/03/12
Deep Deterministic Policy Gradient
Deep learning
Deep reinforcement learning
Machine learning
Portfolio management
Quantum finance
On the Speed-Varying Range of Electric Vehicles in Time-Windowed Routing Problems with En-Route Partial Re-Charging
Journal article
IEEE Transactions on Consumer Electronics,2024, volume: 70, issue: 1, pages: 3650-3657
Authors:
Bi, Xiaowen
;
Wang, Ruoheng
;
Jia, Qiang
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  |  
View/Download:5/0
  |  
Submit date:2025/01/14
deep reinforcement learning
Electric vehicle
speed-varying range
vehicle routing problem
Real-time Planning of Route, Speed, and Charging for Electric Delivery Vehicles: A Deep Reinforcement Learning Approach
Journal article
IEEE Transactions on Transportation Electrification,2024
Authors:
Bi,Xiaowen
;
Shen,Minyu
;
Gu,Weihua
;
Chung,Edward
;
Wang,Yuhong
Favorite
  |  
View/Download:2/0
  |  
Submit date:2025/01/14
Deep Reinforcement Learning
Delivery Planning
Electric Vehicle
Speed-varying Range
Uncertain Traffic Condition
An Extensible Python Open-Source Simulation Platform for Developing and Benchmarking Bus Holding Strategies
Journal article
IEEE Open Journal of Intelligent Transportation Systems,2024, volume: 5, pages: 711-725
Authors:
Shen, Minyu
;
Chaojing, L. I.
;
Yuezhong, W. U.
;
Bi, Xiaowen
;
Xiao, Feng
Favorite
  |  
View/Download:4/0
  |  
Submit date:2025/01/14
Bus bunching
holding strategies
open source
public transportation reliability
reinforcement learning
simulation platform