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DDPG-Based Intelligent Computation Offloading and Resource Allocation for LEO Satellite Edge Computing Network: 《China Communications》2025年第3期1-15,共15页Jia Min Wu Jian Zhang Liang Wang Xinyu Guo Qing; supported by National Natural Science Foundation of China No.62231012;Natural Science Foundation for Outstanding Young Scholars of Heilongjiang Province under Grant YQ2020F001;Heilongjiang Province Postdoctoral General Foundation under Grant AUGA4110004923.; Low earth orbit(LEO)satellites with wide coverage can carry the mobile edge computing(MEC)servers with powerful computing capabilities to form the LEO satellite edge computing system,providing computing services for t...; 关键词：computation offloading deep deterministic policy gradient low earth orbit satellite mobile edge computing resource allocation

State-Incomplete Intelligent Dynamic Multipath Routing Algorithm in LEO Satellite Networks: 《China Communications》2025年第2期1-11,共11页Peng Liang Wang Xiaoxiang; The low Earth orbit(LEO)satellite networks have outstanding advantages such as wide coverage area and not being limited by geographic environment,which can provide a broader range of communication services and has bec...; 关键词：deep deterministic policy gradient LEO satellite network message passing neuron network multipath routing

Joint offloading decision and resource allocation in vehicular edge computing networks: 《Digital Communications and Networks》2025年第1期71-82,共12页Shumo Wang Xiaoqin Song Han Xu Tiecheng Song Guowei Zhang Yang Yang; supported by Future Network Scientific Research Fund Project (FNSRFP-2021-ZD-4);National Natural Science Foundation of China (No.61991404,61902182);National Key Research and Development Program of China under Grant 2020YFB1600104;Key Research and Development Plan of Jiangsu Province under Grant BE2020084-2。; With the rapid development of Intelligent Transportation Systems(ITS),many new applications for Intelligent Connected Vehicles(ICVs)have sprung up.In order to tackle the conflict between delay-sensitive applications a...; 关键词：Computation offloading Resource allocation Vehicular edge computing Potential game Multi-agent deep deterministic policy gradient

Deterministic quantum state and gate teleportation between distant superconducting chips: 《Science Bulletin》2025年第3期351-358,共8页Jiawei Qiu Yang Liu Ling Hu Yukai Wu Jingjing Niu Libo Zhang Wenhui Huang Yuanzhen Chen Jian Li Song Liu Youpeng Zhong Luming Duan Dapeng Yu; supported by the Key-Area Research and Development Program of Guangdong Province(2018B030326001);the National Natural Science Foundation of China(U1801661,12174178,12374471,12204228);the Guangdong Innovative and Entrepreneurial Research Team Program(2016ZT06D348);the Guangdong Provincial Key Laboratory(2019B121203002);the Science,Technology and Innovation Commission of Shenzhen Municipality(KYTDPT20181011104202253,KQTD20210811090049034,K21547502);the Shenzhen Science and Technology Program(RCYX20221008092907026);the Shenzhen-Hong Kong Cooperation Zone for Technology and Innovation(HZQB-KCZYB-2020050);the Natural Science Foundation of Beijing(Z190012);support from the Tsinghua University Initiative Scientific Research Program and the Ministry of Education of China.; Quantum teleportation is of both fundamental interest and great practical importance in quantum information science.To date,quantum teleportation has been implemented in various physical systems,among which supercondu...; 关键词：Superconducting circuits Quantum network Quantum computing Flying microwave photon

Short-Term Wind Speed Forecasts over the Pearl River Estuary:Numerical Model Evaluation and Deterministic Post-Processing: 《Journal of Tropical Meteorology》2024年第4期390-404,共15页SUN Xian SUN Lei LIANG Xiu-ji SU Ye-kang HUANG Wen-min KANG Hong-ping XIA Dong; Science and Technology Research Project of Guangdong Meteorological Service(GRMC2021M19,GRMC2022Q16,GRMC2023M29)。; The Pearl River Estuary(PRE)is one of China’s busiest shipping hubs and fishery production centers,as well as a region with abundant island tourism and wind energy resources,which calls for accurate short-term wind f...; 关键词：Pearl River Estuary wind speed forecast numerical model evaluation bias correction multi-model ensemble

Full-model-free Adaptive Graph Deep Deterministic Policy Gradient Model for Multi-terminal Soft Open Point Voltage Control in Distribution Systems: 《Journal of Modern Power Systems and Clean Energy》2024年第6期1893-1904,共12页Huayi Wu Zhao Xu Minghao Wang Youwei Jia; This work was supported by the National Natural Science Foundation of China(No.72331008);GuangdongNaturalScienceFoundation(No.2023A1515010653);Environment and Conservation fund(No.ECF 49/2022);PolyU research project 1-YXBL and CDAH.; High penetration of renewable energy sources(RESs)induces sharply-fluctuating feeder power,leading to volt-age deviation in active distribution systems.To prevent voltage violations,multi-terminal soft open points(M-s...; 关键词：Soft open point graph attention graph convolutional network reinforcement learning voltage control distribution system deep deterministic policy gradient

DetSpace:Distributed Congestion Free Routing for Global Deterministic Network in Mega-Constellations: 《China Communications》2024年第12期203-216,共14页Li Jihao Li Hewu Lai Zeqi Wang Xiaomo; This work is supported by National Key Research and Development Plan of China(2022YFB3105204).; Emerging long-range industrial IoT applications(e.g.,remote patient monitoring)have increasingly higher requirements for global deterministic delay.Although many existing methods have built deterministic networks in s...; 关键词：congestion free deterministic network mega-constellations path diversity

Deep reinforcement learning guidance with impact time control: 《Journal of Systems Engineering and Electronics》2024年第6期1594-1603,共10页LI Guofei LI Shituo LI Bohao WU Yunjie; supported by the National Natural Science Foundation of China(62003021,62373304);Industry-University-Research Innovation Fund for Chinese Universities(2021ZYA02009);Shaanxi Qinchuangyuan High-level Innovation and Entrepreneurship Talent Project(OCYRCXM-2022-136);Shaanxi Association for Science and Technology Youth Talent Support Program(XXJS202218);the Fundamental Research Funds for the Central Universities(D5000210830).; In consideration of the field-of-view(FOV)angle con-straint,this study focuses on the guidance problem with impact time control.A deep reinforcement learning guidance method is given for the missile to obtain the desi...; 关键词：impact time deep reinforcement learning guidance law field-of-view(FOV)angle deep deterministic policy gradient

MADDPG-based Active Distribution Network Dynamic Reconfiguration with Renewable Energy: 《Protection and Control of Modern Power Systems》2024年第6期143-155,共13页Changxu Jiang Zheng Lin Chenxi Liu Feixiong Chen Zhenguo Shao; supported by the Natural Science Foundation of Fujian Province(No.2022J0512 and No.2021J05134);the National Natural Science Foundation of China(No.52377087).; The integration of distributed generations(DG),such as wind turbines and photovoltaics,has a significant impact on the security,stability,and economy of the distribution network due to the randomness and fluctuations ...; 关键词：Distribution network reconfiguration active distribution network deep deterministic policy gradient multi-agent deep reinforcement learning.

Enhanced Deep Reinforcement Learning Strategy for Energy Management in Plug-in Hybrid Electric Vehicles with Entropy Regularization and Prioritized Experience Replay: 《Energy Engineering》2024年第12期3953-3979,共27页Li Wang Xiaoyong Wang; Plug-in Hybrid Electric Vehicles(PHEVs)represent an innovative breed of transportation,harnessing diverse power sources for enhanced performance.Energy management strategies(EMSs)that coordinate and control different ...; 关键词：Plug-in hybrid electric vehicles deep reinforcement learning energy management strategy deep deterministic policy gradient entropy regularization prioritized experience replay

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