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Deep Reinforcement Learning-Based Dynamic Resource Management for Mobile Edge Computing in Industrial Internet of Things Journal article
IEEE Transactions on Industrial Informatics, 2021,Volume: 17,Issue: 7,Page: 4925-4934
Authors:  Chen, Ying;  Liu, Zhiyong;  Zhang, Yongchao;  Wu, Yuan;  Chen, Xin;  Zhao, Lian
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2021/09/10
Deep reinforcement learning (DRL)  dynamic resource management  industrial Internet of things (IIoT)  mobile edge computing (MEC)  
AOAM: Automatic Optimization of Adjacency Matrix for Graph Convolutional Network Conference paper
Milan, Jan 10-15, 2021
Authors:  Yuhang Zhang;  Hongshuai Ren;  Jiexia Ye;  Xitong Gao;  Yang Wang;  Kejiang Ye;  Cheng-Zhong Xu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/09/18
Graph Convolutional Network  Adjacency Matrix  End-to-end  Node Information Entropy  
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
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/05/31
Adaptive Traffic Signal Control  Deep Learning  Knowledge Sharing  Multi-agent Reinforcement Learning  Transportation Network  
Theories, Methodologies and Applications of Probabilistic Forecasting for Power Systems with Renewable Energy Sources 新能源电力系统概率预测理论与方法及其应用 Journal article
Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2021,Volume: 45,Issue: 1,Page: 2-16
Authors:  Wan,Can;  Song,Yonghua
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/09
Artificial intelligence  Power system  Prediction interval  Probabilistic forecasting  Renewable energy  Uncertainty  
Sludge pre-treatments change performance and microbiome in methanogenic sludge digesters by releasing different sludge organic matter Journal article
Bioresource Technology, 2020,Volume: 316
Authors:  Lu,Qihong;  Yu,Zehui;  Wang,Li;  Liang,Zhiwei;  Li,Haocong;  Sun,Lianpeng;  Shim,Hojae;  Qiu,Rongliang;  Wang,Shanquan
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/11
EPS  Methanogenic sludge digestion  Sludge microbiome  Sludge pre-treatment  Waste activated sludge  
Chance-Constrained Optimal Power Flow of Integrated Transmission and Distribution Networks With Limited Information Interaction Journal article
IEEE TRANSACTIONS ON SMART GRID, 2020,Volume: 12,Issue: 1,Page: 821-833
Authors:  Kunjie Tang;  Shufeng Dong;  Xiang Ma;  Leiyan Lv;  Yonghua Song
Favorite |  | TC[WOS]:2 TC[Scopus]:1 | Submit date:2021/04/29
Load Flow  Uncertainty  Reactive Power  Optimization  Load Modeling  Privacy  Mathematical Model  
Joint Task Scheduling and Energy Management for Heterogeneous Mobile Edge Computing with Hybrid Energy Supply Journal article
IEEE Internet of Things Journal, 2020,Volume: 7,Issue: 9,Page: 8419-8429
Authors:  Chen,Ying;  Zhang,Yongchao;  Wu,Yuan;  Qi,Lianyong;  Chen,Xin;  Shen,Xuemin
Favorite |  | TC[WOS]:8 TC[Scopus]:7 | Submit date:2021/03/11
Energy Management  Hybrid Energy Supply  Mobile Edge Computing (Mec)  Task Scheduling  
Multi-Antenna Aided Secrecy Beamforming Optimization for Wirelessly Powered HetNets Journal article
IEEE Transactions on Wireless Communications, 2020,Volume: 19,Issue: 8,Page: 5261-5277
Authors:  Gong,Shiqi;  Ma,Shaodan;  Xing,Chengwen;  Li,Yonghui;  Hanzo,Lajos
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
outage-constrained SRM  Secrecy beamforming  wireless powered HetNets  worst-case SRM  
Transmitter Design for Large Intelligent Surface-Assisted MIMO Wireless Communication with Statistical CSI Conference paper
2020 IEEE International Conference on Communications Workshops, ICC Workshops 2020 - Proceedings
Authors:  Zhang,Jun;  Liu,Jie;  Ma,Shaodan;  Wen,Chao Kai;  Jin,Shi
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/11
Risk-sensitive finite-horizon piecewise deterministic Markov decision processes Journal article
Operations Research Letters, 2020,Volume: 48,Issue: 1,Page: 96-103
Authors:  Yonghui Huang;  Zhaotong Lian;  Xianping Guo
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2019/11/05
Piecewise Deterministic Markov Decision Processes  Unbounded Transition Rates  Hjb Equation  Optimal Policy  Risk Sensitive  Finite Horizon