云南高校图书馆联盟文献共享服务平台- MULTI-AGENT

MULTI-AGENT: 作品数：981被引量：2487H指数：17; 导出分析报告; 相关领域：自动化与计算机技术更多>>; 相关作者：蒋国瑞黄梯云赵书良杨神化杨乃定更多>>; 相关机构：北京工业大学中南大学北京理工大学武汉理工大学更多>>; 相关期刊：更多>>; 相关基金：国家自然科学基金国家高技术研究发展计划国家教育部博士点基金国家社会科学基金更多>>

MARCS:A Mobile Crowdsensing Framework Based on Data Shapley Value Enabled Multi-Agent Deep Reinforcement Learning: 《Computers, Materials & Continua》2025年第3期4431-4449,共19页Yiqin Wang Yufeng Wang Jianhua Ma Qun Jin; sponsored by Qinglan Project of Jiangsu Province,and Jiangsu Provincial Key Research and Development Program(No.BE2020084-1).; Opportunistic mobile crowdsensing(MCS)non-intrusively exploits human mobility trajectories,and the participants’smart devices as sensors have become promising paradigms for various urban data acquisition tasks.Howeve...; 关键词：Mobile crowdsensing online data acquisition data Shapley value multi-agent deep reinforcement learning centralized training and decentralized execution(CTDE)

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

Optimal Distributed Dispatch of Smart Multi-Agent Energy Hubs Based on Consensus Algorithm Considering Lossy Communication Network and Uncertainty: 《CSEE Journal of Power and Energy Systems》2025年第1期352-364,共13页Abdelfattah A.Eladl Magda I.El-Afifi Magdi M.El-Saadawi Bishoy E.Sedhom; This paper proposes an IoT-Fog-Cloud distributed consensus algorithm for solving the energy hub(EH)dispatch problem with packet-dropping communication links and some of EH elements'uncertainties.Every generating and c...; 关键词：Consensus algorithm CO_(2)emissions energy hubs multi-energy systems packet drops.

Digital twin empowered lightweight and efficient blockchain for dynamic internet of vehicles: 《Digital Communications and Networks》2024年第6期1698-1707,共10页Haoye Chai Supeng Leng Jianhua He Ke Zhang; supported in part by the National Natural Science Foundation of China under Grant 62171104;the National Key Research and Development Program of China under Grant 2018YFE0117500;the Key Lab of Information Network Security under Grant C19603;in part by the EU H2020 Project COSAFE(MSCA-RISE-2018-824019)。; The Internet of Vehicles(Io V)has great potential for Intelligent Transportation Systems(ITS),enabling interactive vehicle applications,such as advanced driving and infotainment.It is crucial to ensure the reliability...; 关键词：Digital twin Blockchain Internet of vehicles Multi-agent DDPG

Tactical reward shaping for large-scale combat by multi-agent reinforcement learning: 《Journal of Systems Engineering and Electronics》2024年第6期1516-1529,共14页DUO Nanxun WANG Qinzhao LYU Qiang WANG Wei; Future unmanned battles desperately require intelli-gent combat policies,and multi-agent reinforcement learning offers a promising solution.However,due to the complexity of combat operations and large size of the comb...; 关键词：deep reinforcement learning multi-agent reinforce-ment learning multi-agent combat unmanned battle reward shaping

Development of Multi-Agent-Based Indoor 3D Reconstruction: 《Computers, Materials & Continua》2024年第10期161-181,共21页Hoi Chuen Cheng Frederick Ziyang Hong Babar Hussain Yiru Wang Chik Patrick Yue; supported by Bright Dream Robotics and the HKUSTBDR Joint Research Institute Funding Scheme under Project HBJRI-FTP-005(Automated 3D Reconstruction using Robot-mounted 360-Degree Camera with Visible Light Positioning Technology for Building Information Modelling Applications,OKT22EG06).; Large-scale indoor 3D reconstruction with multiple robots faces challenges in core enabling technologies.This work contributes to a framework addressing localization,coordination,and vision processing for multi-agent ...; 关键词：Multi-agent system multi-robot human collaboration visible light communication visible light positioning 3D reconstruction reinforcement learning multi-agent path finding

Research on Maneuver Decision-Making of Multi-Agent Adversarial Game in a Random Interference Environment: 《Computers, Materials & Continua》2024年第10期1879-1903,共25页Shiguang Hu Le Ru Bo Lu Zhenhua Wang Xiaolin Zhao Wenfei Wang Hailong Xi; The strategy evolution process of game players is highly uncertain due to random emergent situations and other external disturbances.This paper investigates the issue of strategy interaction and behavioral decision-ma...; 关键词：Behavior decision-making stochastic evolutionary game nonlinear mathematical modeling MULTI-AGENT MANEUVER

Service Function Chain Deployment Algorithm Based on Multi-Agent Deep Reinforcement Learning: 《Computers, Materials & Continua》2024年第9期4875-4893,共19页Wanwei Huang Qiancheng Zhang Tao Liu YaoliXu Dalei Zhang; The financial support fromthe Major Science and Technology Programs inHenan Province(Grant No.241100210100);National Natural Science Foundation of China(Grant No.62102372);Henan Provincial Department of Science and Technology Research Project(Grant No.242102211068);Henan Provincial Department of Science and Technology Research Project(Grant No.232102210078);the Stabilization Support Program of The Shenzhen Science and Technology Innovation Commission(Grant No.20231130110921001);the Key Scientific Research Project of Higher Education Institutions of Henan Province(Grant No.24A520042)is acknowledged.; Aiming at the rapid growth of network services,which leads to the problems of long service request processing time and high deployment cost in the deployment of network function virtualization service function chain(S...; 关键词：Network function virtualization service function chain Markov decision process multi-agent reinforcement learning

A Fault-Tolerant Mobility-Aware Caching Method in Edge Computing: 《Computer Modeling in Engineering & Sciences》2024年第7期907-927,共21页Yong Ma Han Zhao Kunyin Guo Yunni Xia Xu Wang Xianhua Niu Dongge Zhu Yumin Dong; supported by the Innovation Fund Project of Jiangxi Normal University(YJS2022065);the Domestic Visiting Program of Jiangxi Normal University.; Mobile Edge Computing(MEC)is a technology designed for the on-demand provisioning of computing and storage services,strategically positioned close to users.In the MEC environment,frequently accessed content can be dep...; 关键词：Mobile edge networks MOBILITY fault tolerance cooperative caching multi-agent deep reinforcement learning content prediction

Simulation study on the security of consensus algorithms in DAG-based distributed ledger: 《Frontiers of Computer Science》2024年第3期171-182,共12页Shuzhe LI Hongwei XU Qiong LI Qi HAN; supported by the National Natural Science Foundation of China(Grant No.62071151)。; Due to the advantages of high volume of transactions and low resource consumption,Directed Acyclic Graph(DAG)-based Distributed Ledger Technology(DLT)has been considered a possible next-generation alternative to block...; 关键词：distributed ledger IOTA MULTI-AGENT system simulation

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