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Public transport for Smart cities: Recent Innovations and future challenges Journal article
European Journal of Operational Research, 2022
Authors:  KUO, Y.-H.;  Janny M.Y. Leung;  YAN, Yimo
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Transportation  Public Transit  Smart Cities  Analytics  Survey  
Mixed Deep Reinforcement Learning Considering Discrete-continuous Hybrid Action Space for Smart Home Energy Management Journal article
Journal of Modern Power Systems and Clean Energy, 2022,Volume: 10,Issue: 3,Page: 743-754
Authors:  Huang, Chao;  Zhang, Hongcai;  Wang, Long;  Luo, Xiong;  Song, Yonghua
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Demand Response  
Collaborative Intelligent Reflecting Surface Networks With Multi-Agent Reinforcement Learning Journal article
IEEE Journal on Selected Topics in Signal Processing, 2022,Volume: 16,Issue: 3,Page: 532-545
Authors:  Zhang, Jie;  Li, Jun;  Zhang, Yijin;  Wu, Qingqing;  Wu, Xiongwei;  Shu, Feng;  Jin, Shi;  Chen, Wen
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/08/05
Beamforming  Energy Harvesting  Intelligent Reflecting Surface  Multi-agent Reinforcement Learning  
Distributed Deep Reinforcement Learning Based Spectrum and Power Allocation for Heterogeneous Networks Journal article
IEEE Transactions on Wireless Communications, 2022
Authors:  Yang, Helin;  Zhao, Jun;  Lam, Kwok Yan;  Xiong, Zehui;  Wu, Qingqing;  Xiao, Liang
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2022/05/17
Distributed Resource Management  Dueling Deep Reinforcement Learning  Heterogeneous Networks  Heterogeneous Wireless Networks  Heuristic Algorithms  Mobile Handsets  Optimization  Qos  Quality Of Service  Resource Management  Wireless Networks  
An AFD-Based ILC Dynamics Adaptive Matching Method in Frequency Domain for Distributed Consensus Control of Unknown Multiagent Systems Journal article
IEEE Transactions on Circuits and Systems I-Regular Papers, 2022,Volume: 69,Issue: 8,Page: 3366-3378
Authors:  Ge, Yu;  Sheng, Zhichao;  Fang, Yong;  Zhang, Liming
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Adaptive Fourier Decomposition  Consensus Control  Consensus Control  Frequency Domain.  Frequency-domain Analysis  Heuristic Algorithms  Iterative Learning Control  Multi-agent System  Multi-agent Systems  Protocols  Synchronization  System Dynamics  
Trajectory Forecasting Based on Prior-Aware Directed Graph Convolutional Neural Network Journal article
IEEE Transactions on Intelligent Transportation Systems, 2022,Volume: 23,Issue: 9,Page: 16773-16785
Authors:  Su, Yuchao;  Du, Jie;  Li, Yuanman;  Li, Xia;  Liang, Rongqin;  Hua, Zhongyun;  Zhou, Jiantao
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Asymmetric Interactions.  Cooperative Intelligent Transportation Systems  Directed Graph Convolutional Neural Network  Directed Graphs  Feature Extraction  Forecasting  Generative Adversarial Networks  Predictive Models  Topology  Trajectory  Trajectory Prediction  
Deep Reinforcement Learning based Incentive Mechanism Design for Platoon Autonomous Driving with Social Effect Journal article
IEEE Transactions on Vehicular Technology, 2022
Authors:  Li, Bo;  Xie, Kan;  Huang, Xumin;  Wu, Yuan;  Xie, Shengli
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Automation  Autonomous vehicles  Costs  Data collection  DRL  Games  platoon autonomous driving  Sensors  social effect  Task analysis  
Secure Transmission for Multi-UAV-Assisted Mobile Edge Computing Based on Reinforcement Learning Journal article
IEEE Transactions on Network Science and Engineering, 2022
Authors:  Lu, Weidang;  Mo, Yandan;  Feng, Yunqi;  Gao, Yuan;  Zhao, Nan;  Wu, Yuan;  Nallanathan, Arumugam
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Computational modeling  Delays  Energy consumption  mobile edge computing  reinforcement learning  Resource management  secure transmission  Servers  Task analysis  Trajectory  UAV communication  
FedParking: A Federated Learning based Parking Space Estimation with Parked Vehicle assisted Edge Computing Journal article
IEEE Transactions on Vehicular Technology, 2021,Volume: 70,Issue: 9,Page: 9355-9368
Authors:  Huang, Xumin;  Li, Peichun;  Yu, Rong;  Wu, Yuan;  Xie, Kan;  Xie, Shengli
Favorite |  | TC[WOS]:16 TC[Scopus]:19 | Submit date:2021/09/10
Collaborative Work  Computational Modeling  Data Models  Estimation  Federated Learning  Games  Parked Vehicle Assisted Edge  Space Vehicles  Training Data  
Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning Journal article
Transportation Research Part C: Emerging Technologies, 2021,Volume: 125
Authors:  Li,Zhenning;  Yu,Hao;  Zhang,Guohui;  Dong,Shangjia;  Xu,Cheng Zhong
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Adaptive Traffic Signal Control  Deep Learning  Knowledge Sharing  Multi-agent Reinforcement Learning  Transportation Network