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A fully value distributional deep reinforcement learning framework for multi-agent cooperation Journal article
Fu, Mingsheng, Huang, Liwei, Li, Fan, Qu, Hong, Xu, Chengzhong. A fully value distributional deep reinforcement learning framework for multi-agent cooperation[J]. Neural Networks, 2025, 184.
Authors:  Fu, Mingsheng;  Huang, Liwei;  Li, Fan;  Qu, Hong;  Xu, Chengzhong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:6.0/7.9 | Submit date：2025/01/22
Deep Reinforcement Learning  Multi-agent Cooperation  Distributional Reinforcement Learning  Neural Networks  
Multi-timescale Reward-based DRL Energy Management for Regenerative Braking Energy Storage System Journal article
Chen, Junyu, Zhao, Yue, Wang, Minghao, Yang, Kai, Ge, Yinbo, Wang, Ke, Lin, Hongjian, Pan, Pengyu, Hu, Haitao, He, Zhengyou, Xu, Zhao. Multi-timescale Reward-based DRL Energy Management for Regenerative Braking Energy Storage System[J]. IEEE Transactions on Transportation Electrification, 2025.
Authors:  Chen, Junyu;  Zhao, Yue;  Wang, Minghao;  Yang, Kai;  Ge, Yinbo; et al.
Favorite | TC[Scopus]:0  IF:7.2/7.9 | Submit date：2025/01/22
Deep Reinforcement Learning  Energy Management  Energy Storage System  Railway Power System  Regenerative Braking Energy  
Joint Optimization of Compression, Transmission and Computation for Cooperative Perception Aided Intelligent Vehicular Networks Journal article
Lu, Binbin, Huang, Xumin, Wu, Yuan, Qian, Liping, Zhou, Sheng, Niyato, Dusit. Joint Optimization of Compression, Transmission and Computation for Cooperative Perception Aided Intelligent Vehicular Networks[J]. IEEE Transactions on Vehicular Technology, 2025.
Authors:  Lu, Binbin;  Huang, Xumin;  Wu, Yuan;  Qian, Liping;  Zhou, Sheng; et al.
Favorite | TC[Scopus]:0  IF:6.1/6.5 | Submit date：2025/01/22
Cooperative Perception  Deep Reinforcement Learning  Task Offloading  Vehicular Networks  
Voltage control of distribution grid with district cooling systems based on scenario-classified reinforcement learning Journal article
Peipei Yu, Hongcai Zhang, Zechun Hu, Yonghua Song. Voltage control of distribution grid with district cooling systems based on scenario-classified reinforcement learning[J]. Applied Energy, 2025, 377(B), 124415.
Authors:  Peipei Yu;  Hongcai Zhang;  Zechun Hu;  Yonghua Song
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:10.1/10.4 | Submit date：2024/10/17
Voltage Control  District Cooling System  Transient Stability  Deep Reinforcement Learning  Renewable Energy  Distributed Network  Power Quality Improvement  
Trajectory Progress-Based Prioritizing and Intrinsic Reward Mechanism for Robust Training of Robotic Manipulations Journal article
Liang, Weixiang, Liu, Yinlong, Wang, Jikun, Yang, Zhi Xin. Trajectory Progress-Based Prioritizing and Intrinsic Reward Mechanism for Robust Training of Robotic Manipulations[J]. IEEE Transactions on Automation Science and Engineering, 2024.
Authors:  Liang, Weixiang;  Liu, Yinlong;  Wang, Jikun;  Yang, Zhi Xin
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.9/6.0 | Submit date：2024/12/26
Hindsight Experience Replay  Progress Intrinsic Motivation  Deep Reinforcement Learning  Robotic Manipulations  
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, 23(12), 14313-14329.
Authors:  Bi Suzhi;  Chen Haoguo;  Li Xian;  Wang Shuoyao;  Wu Yuan; et al.
Favorite | TC[WOS]:0 TC[Scopus]:2  IF:7.7/6.5 | Submit date：2024/08/26
Adaptive Streaming  Multi-access Edge Computing (Mec)  Quality Of Experience (Qoe)  Deep Reinforcement Learning  
BLER Analysis and Optimal Power Allocation of HARQ-IR for Mission-Critical IoT Communications Journal article
He, Fuchao, Shi, Zheng, Zhou, Binggui, Yang, Guanghua, Li, Xiaofan, Ye, Xinrong, Ma, Shaodan. BLER Analysis and Optimal Power Allocation of HARQ-IR for Mission-Critical IoT Communications[J]. IEEE Internet of Things Journal, 2024, 11(21), 35536-35550.
Authors:  He, Fuchao;  Shi, Zheng;  Zhou, Binggui;  Yang, Guanghua;  Li, Xiaofan; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:8.2/9.0 | Submit date：2024/09/03
Block Error Rate (Bler)  Deep Reinforcement Learning (Drl)  Hybrid Automatic Repeat Request With Incremental Redundancy (Harq-ir)  Markov Decision Process(Mdp)  Short Packet Communications  
Adaptive Digital Twin Migration in Vehicular Edge Computing and Networks Journal article
Mou, Fangyi, Lou, Jiong, Tang, Zhiqing, Wu, Yuan, Jia, Weijia, Zhang, Yan, Zhao, Wei. Adaptive Digital Twin Migration in Vehicular Edge Computing and Networks[J]. IEEE Transactions on Vehicular Technology, 2024.
Authors:  Mou, Fangyi;  Lou, Jiong;  Tang, Zhiqing;  Wu, Yuan;  Jia, Weijia; et al.
Favorite | TC[Scopus]:0  IF:6.1/6.5 | Submit date：2024/12/05
Digital Twin  Migration  Vehicular Edge Computing  Deep Reinforcement Learning  
Cooperative Perception Aided Digital Twin Model Update and Migration in Mixed Vehicular Networks Journal article
Lu, Binbin, Huang, Xumin, Wu, Yuan, Qian, Liping, Niyato, Dusit, Xu, Chengzhong. Cooperative Perception Aided Digital Twin Model Update and Migration in Mixed Vehicular Networks[J]. IEEE Transactions on Intelligent Transportation Systems, 2024, 26(2), 2293-2308.
Authors:  Lu, Binbin;  Huang, Xumin;  Wu, Yuan;  Qian, Liping;  Niyato, Dusit; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.9/8.3 | Submit date：2024/12/26
Digital Twin  Cooperative Perception  Age Of Information  Deep Reinforcement Learning  
Deep Reinforcement Learning based Intelligent Resource Allocation in Hybrid Vehicle Scenario Journal article
Lou, Chengkai, Hou, Fen, Li, Bo, Ding, Hongwei. Deep Reinforcement Learning based Intelligent Resource Allocation in Hybrid Vehicle Scenario[J]. IEEE Transactions on Vehicular Technology, 2024.
Authors:  Lou, Chengkai;  Hou, Fen;  Li, Bo;  Ding, Hongwei
Favorite | TC[Scopus]:0  IF:6.1/6.5 | Submit date：2024/12/05
Vehicular Network  Deep Reinforcement Learning  Age Of Information  Multicast