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Inference-Based Posteriori Parameter Distribution Optimization Journal article
IEEE Transactions on Cybernetics, 2022,Volume: 52,Issue: 5,Page: 3006-3017
Authors:  Wang, Xuesong;  Li, Tianyi;  Cheng, Yuhu;  Chen, C. L.Philip
Favorite |  | TC[WOS]:4 TC[Scopus]:3 | Submit date:2022/08/05
Exploration  Inference  Parameter Distribution  Reinforcement Learning (Rl)  
Deep Reinforcement Learning-based RAN Slicing for UL/DL Decoupled Cellular V2X Journal article
IEEE Transactions on Wireless Communications, 2022,Volume: 21,Issue: 5
Authors:  Yu, Kai;  Zhou, Haibo;  Tang, Zhixuan;  Shen, Xuemin;  Hou, Fen
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
5g Mobile Communication  Bandwidth  Base Stations  Decoupled Access  Quality Of Service  Radio Access Networks  Ran Slicing  Reinforcement Learning  Relays  Resource Management  Soft Actor-critic  
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
Adobe PDF | Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2022/06/19
Demand Response  
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
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Automation  Autonomous vehicles  Costs  Data collection  DRL  Games  platoon autonomous driving  Sensors  social effect  Task analysis  
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]:1 TC[Scopus]:0 | Submit date:2022/01/14
Convergence Speed  Deep Reinforcement Learning (Drl)  Off-policy  Steffensen Iteration  Value Iteration (Vi)  
NOMA Assisted Multi-Task Multi-Access Mobile Edge Computing via Deep Reinforcement Learning for Industrial Internet of Things Journal article
IEEE Transactions on Industrial Informatics, 2021,Volume: 17,Issue: 8,Page: 5688-5698
Authors:  Qian, Liping;  Wu, Yuan;  Jiang, Fuli;  Yu, Ningning;  Lu, Weidang;  Lin, Bin
Favorite |  | TC[WOS]:35 TC[Scopus]:35 | Submit date:2021/09/10
Deep Reinforcement Learning  Energy Consumption Optimization  Multi-access Mobile Edge Computing  Non-orthogonal Multiple Access  
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]:3 | Submit date:2021/11/22
Deep Reinforcement Learning (Drl)  Mobile Edge Computing (Mec)  Reconfigurable Intelligent Surfaces (Ris)  Wireless Power Transfer (Wpt)  
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]:98 TC[Scopus]:97 | 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
Adobe PDF | Favorite |  | TC[WOS]:0 TC[Scopus]:5 | 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]:8 TC[Scopus]:2 | Submit date:2021/11/22
Beamforming  Deep Reinforcement Learning  Intelligent Reflecting Surface  Physical Layer Security  Secrecy Rate