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A multi-stage stochastic dispatching method for electricity‑hydrogen integrated energy systems driven by model and data Journal article
Yang, Zhixue, Ren, Zhouyang, Li, Hui, Sun, Zhiyuan, Feng, Jianbing, Xia, Weiyi. A multi-stage stochastic dispatching method for electricity‑hydrogen integrated energy systems driven by model and data[J]. Applied Energy, 2024, 371, 123668.
Authors:  Yang, Zhixue;  Ren, Zhouyang;  Li, Hui;  Sun, Zhiyuan;  Feng, Jianbing; et al.
Favorite | TC[WOS]:3 TC[Scopus]:6  IF:10.1/10.4 | Submit date：2024/07/04
Chance-constrained  Electricity‑hydrogen Integrated Energy Systems  Hydrogen Energy  Multi-agent Deep Reinforcement Learning  Uncertainty  
Attention-Based SIC Ordering and Power Allocation for Non-Orthogonal Multiple Access Networks Journal article
Huang, Liang, Zhu, Bincheng, Nan, Runkai, Chi, Kaikai, Wu, Yuan. Attention-Based SIC Ordering and Power Allocation for Non-Orthogonal Multiple Access Networks[J]. IEEE Transactions on Mobile Computing, 2024.
Authors:  Huang, Liang;  Zhu, Bincheng;  Nan, Runkai;  Chi, Kaikai;  Wu, Yuan
Favorite | TC[Scopus]:0  IF:7.7/6.5 | Submit date：2024/11/05
Non-orthogonal Multiple Access (Noma)  Successive Interference Cancellation (Sic)  Deep Reinforcement Learning (Drl)  Resource Allocation  
Offline DRL for Price-Based Demand Response: Learning From Suboptimal Data and Beyond Journal article
Tao Qian, Zeyu Liang, Chengcheng Shao, Hongcai Zhang, Qinran Hu, Zaijun Wu. Offline DRL for Price-Based Demand Response: Learning From Suboptimal Data and Beyond[J]. IEEE Transactions on Smart Grid, 2024, 15(5), 4618-4635.
Authors:  Tao Qian;  Zeyu Liang;  Chengcheng Shao;  Hongcai Zhang;  Qinran Hu; et al.
Favorite | TC[WOS]:3 TC[Scopus]:5  IF:8.6/9.6 | Submit date：2024/04/24
Demand Response  Deep Reinforcement Learning  Offline Learning  Suboptimal Data  Uncertainty  
A Two-stage Deep Reinforcement Learning Framework for MEC-enabled Adaptive 360-Degree Video Streaming Journal article
Bi Suzhi, Chen Haoguo, Li Xian, Wang Shuoyao, Wu Yuan, Qian Liping. A Two-stage Deep Reinforcement Learning Framework for MEC-enabled Adaptive 360-Degree Video Streaming[J]. IEEE Transactions on Mobile Computing, 2024, 1-17.
Authors:  Bi Suzhi;  Chen Haoguo;  Li Xian;  Wang Shuoyao;  Wu Yuan; et al.
Favorite | TC[Scopus]:1  IF:7.7/6.5 | Submit date：2024/08/26
Accuracy  Adaptive Streaming  Bit Rate  Deep Reinforcement Learning  Multi-access Edge Computing  Quality Of Experience  Quality Of Experience  Real-time Systems  Resists  Streaming Media  Wireless Communication  
Deep Reinforcement Learning for Integrated Sensing and Communication in RIS-assisted 6G V2X System Journal article
Long, Xudong, Zhao, Yubin, Wu, Huaming, Xu, Cheng Zhong. Deep Reinforcement Learning for Integrated Sensing and Communication in RIS-assisted 6G V2X System[J]. IEEE Internet of Things Journal, 2024.
Authors:  Long, Xudong;  Zhao, Yubin;  Wu, Huaming;  Xu, Cheng Zhong
Favorite | TC[Scopus]:0  IF:8.2/9.0 | Submit date：2024/10/10
6g Mobile Communication  6g V2x  Accuracy  Array Signal Processing  Channel Models  Deep Reinforcement Learning  Fisher Information Matrix  Integrated Sensing And Communication  Isac  Optimization  Reconfigurable Intelligent Surface  Vehicle-to-everything  
Utilizing Deep Reinforcement Learning for High-Voltage Distribution Network Expansion Planning Conference paper
Ou, Zhongxi, Zhang, Liang, Zhao, Xiaoyan, Lan, Wei, Liu, Dundun, Liu, Weifeng. Utilizing Deep Reinforcement Learning for High-Voltage Distribution Network Expansion Planning[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 725-730.
Authors:  Ou, Zhongxi;  Zhang, Liang;  Zhao, Xiaoyan;  Lan, Wei;  Liu, Dundun; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/09/03
Advantage Actor-critic  Deep Reinforcement Learning  Distribution Network Expansion  Markov Decision Process  
Predictive Computation Offloading and Resource Allocation in DT-Empowered Vehicular Networks Journal article
Lu Binbin, Fan Bo, Wu Yuan, Qian Liping, Zhang Haixia, Lu Rongxing. Predictive Computation Offloading and Resource Allocation in DT-Empowered Vehicular Networks[J]. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(6), 5474-5487.
Authors:  Lu Binbin;  Fan Bo;  Wu Yuan;  Qian Liping;  Zhang Haixia; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:7.9/8.3 | Submit date：2024/02/22
Digital Twin  Vehicular Networks  Computation Offloading  Resource Allocation  Pairing Prediction  Deep Reinforcement Learning  
Learning-based Autonomous Channel Access in the Presence of Hidden Terminals Journal article
Shao,Yulin, Cai,Yucheng, Wang,Taotao, Guo,Ziyang, Liu,Peng, Luo,Jiajun, Gunduz,Deniz. Learning-based Autonomous Channel Access in the Presence of Hidden Terminals[J]. IEEE Transactions on Mobile Computing, 2024, 23(5), 3680 - 3695.
Authors:  Shao,Yulin;  Cai,Yucheng;  Wang,Taotao;  Guo,Ziyang;  Liu,Peng; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.7/6.5 | Submit date：2023/08/03
Hidden Terminal  Multi-agent Deep Reinforcement Learning  Multiple Channel Access  Proximal Policy Optimization  Wi-fi  
A Distributional Perspective on Multiagent Cooperation With Deep Reinforcement Learning Journal article
Liwei, Huan, Mingsheng, Fu, Ananya, Rao, Athirai A., Irissappane, Jie, Zhang, Chengzhong, Xu. A Distributional Perspective on Multiagent Cooperation With Deep Reinforcement Learning[J].  IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(3), 4246-4259.
Authors:  Liwei, Huan;  Mingsheng, Fu;  Ananya, Rao;  Athirai A., Irissappane;  Jie, Zhang; et al.
Favorite | TC[WOS]:6 TC[Scopus]:3  IF:10.2/10.4 | Submit date：2023/08/08
Deep Reinforcement Learning (Rl)  Distributional Rl  Multiagent System  Neural Network  
Energy-Efficient Joint Trajectory and Reflecting Design in IRS-Enabled UAV Edge Computing Journal article
Huang, Zhenqi, Kuang, Zhufang, Lin, Siyu, Hou, Fen, Liu, Anfeng. Energy-Efficient Joint Trajectory and Reflecting Design in IRS-Enabled UAV Edge Computing[J]. IEEE Internet of Things Journal, 2024, 11(12), 21872-21884.
Authors:  Huang, Zhenqi;  Kuang, Zhufang;  Lin, Siyu;  Hou, Fen;  Liu, Anfeng
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:8.2/9.0 | Submit date：2024/05/16
Convex Optimization  Deep Reinforcement Learning  Irs  Phase Shift  Uav