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Off-Policy Deep Reinforcement Learning Based on Steffensen Value Iteration Journal article
IEEE Transactions on Cognitive and Developmental Systems, 2021,Volume: 13,Issue: 4,Page: 1023-1032
Authors:  Cheng, Yuhu;  Chen, Lin;  Chen, C. L.Philip;  Wang, Xuesong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/01/14
Convergence Speed  Deep Reinforcement Learning (Drl)  Off-policy  Steffensen Iteration  Value Iteration (Vi)  
User-Centric Association in Ultra-Dense mmWave Networks via Deep Reinforcement Learning Journal article
IEEE Communications Letters, 2021,Volume: 25,Issue: 11,Page: 3594-3598
Authors:  Xue, Qing;  Sun, Yao;  Wang, Jian;  Feng, Gang;  Yan, Li;  Ma, Shaodan
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/12/08
Deep Learning  Multiple Association  Ultra-dense Mmwave Network  User-centric  
Joint scheduling design in wireless powered MEC IoT networks aided by reconfigurable intelligent surface Conference paper
2021 IEEE/CIC International Conference on Communications in China, ICCC Workshops 2021, Xiamen, 28 July 2021 to 30 July 2021
Authors:  Li, Aichen;  Liu, Yang;  Li, Ming;  Wu, Qingqing;  Zhao, Jun
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/11/22
Deep Reinforcement Learning (Drl)  Mobile Edge Computing (Mec)  Reconfigurable Intelligent Surfaces (Ris)  Wireless Power Transfer (Wpt)  
FedParking: A Federated Learning based Parking Space Estimation with Parked Vehicle assisted Edge Computing Journal article
IEEE Transactions on Vehicular Technology, 2021
Authors:  Huang, Xumin;  Li, Peichun;  Yu, Rong;  Wu, Yuan;  Xie, Kan;  Xie, Shengli
Favorite |  | TC[WOS]:3 TC[Scopus]:2 | Submit date:2021/09/10
Collaborative Work  Computational Modeling  Data Models  Estimation  Federated Learning  Games  Parked Vehicle Assisted Edge  Space Vehicles  Training Data  
Learning Driven Resource Allocation and SIC Ordering in EH Relay Aided NB-IoT Networks Journal article
IEEE Communications Letters, 2021,Volume: 25,Issue: 8,Page: 2619-2623
Authors:  Qian, Li Ping;  Yang, Chao;  Han, Huimei;  Wu, Yuan;  Meng, Limin
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/09/10
Deep Reinforcement Learning  Non-orthogonal Multiple Access (Noma)  Resource Allocation  
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]:3 TC[Scopus]:6 | Submit date:2021/05/31
Adaptive Traffic Signal Control  Deep Learning  Knowledge Sharing  Multi-agent Reinforcement Learning  Transportation Network  
Deep Reinforcement Learning-Based Intelligent Reflecting Surface for Secure Wireless Communications Journal article
IEEE Transactions on Wireless Communications, 2021,Volume: 20,Issue: 1,Page: 375-388
Authors:  Yang, Helin;  Xiong, Zehui;  Zhao, Jun;  Niyato, Dusit;  Xiao, Liang;  Wu, Qingqing
Favorite |  | TC[WOS]:37 TC[Scopus]:31 | Submit date:2021/11/22
Beamforming  Deep Reinforcement Learning  Intelligent Reflecting Surface  Secrecy Rate  Secure Communication  
Learning a Deep Agent to Predict Head Movement in 360-Degree Images Journal article
ACM Transactions on Multimedia Computing, Communications and Applications, 2020,Volume: 16,Issue: 4
Authors:  YUCHENG ZHU;  GUANGTAO ZHAI;  XIONGKUO MIN;  JIANTAO ZHOU
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/11
360 Degree  Deep Reinforcement Learning (Drl)  Head Movement Prediction  Omnidirectional  Panoramic  Saliency  Vr  
Deep Reinforcement Learning Based Intelligent Reflecting Surface for Secure Wireless Communications Conference paper
2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings, ELECTR NETWORK, DEC 07-11, 2020
Authors:  Yang, Helin;  Zhao, Yang;  Xiong, Zehui;  Zhao, Jun;  Niyato, Dusit;  Lam, Kwok Yan;  Wu, Qingqing
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/11/22
Beamforming  Deep Reinforcement Learning  Intelligent Reflecting Surface  Physical Layer Security  Secrecy Rate