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Faculty of Science and Tech...
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WANG Tian
2
BI Xiaowen
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2025
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deep reinforcement learning...
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IEEE Transactions on Comput...
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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
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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
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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
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View/Download:5/0
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Submit date:2024/05/07
Deep reinforcement learning (DRL)
generalization
graph neural networks (GNNs)
influence maximization (IM)
social network
Real-Time Scheduling of Electric Bus Flash Charging at Intermediate Stops: A Deep Reinforcement Learning Approach
Journal article
IEEE Transactions on Transportation Electrification,2024, volume: 10, issue: 3, pages: 6309-6324
Authors:
Bi, Xiaowen
;
Wang, Ruoheng
;
Ye, Hongbo
;
Hu, Qian
;
Bu, Siqi
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View/Download:3/0
  |  
Submit date:2025/01/14
Deep reinforcement learning (DRL)
distribution network
electric bus
flash charging scheduling
pantograph chargers
C-FDRL: Context-Aware Privacy-Preserving Offloading Through Federated Deep Reinforcement Learning in Cloud-Enabled IoT
Journal article
IEEE Transactions on Industrial Informatics,2023, volume: 19, issue: 2, pages: 1155-1164
Authors:
Xu, Yang
;
Bhuiyan, Md Zakirul Alam
;
Wang, Tian
;
Zhou, Xiaokang
;
Singh, Amit Kumar
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View/Download:7/0
  |  
Submit date:2023/04/18
Cloud computing
context-aware data privacy
deep reinforcement learning (DRL)
edge computing (EC)
federated learning (FL)
Internet of Things (IoT)
security
Edge-Learning-Based Hierarchical Prefetching for Collaborative Information Streaming in Social IoT Systems
Journal article
IEEE Transactions on Computational Social Systems,2020
Authors:
Wang, Tian
;
Shen, Xuewei
;
Obaidat, Mohammad S.
;
Liu, Xuxun
;
Wan, Shaohua
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View/Download:5/0
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Submit date:2021/12/02
Collaborative edge computing (CEC)
deep reinforcement learning (DRL)
edge computing
hierarchical prefetching.