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MULTI-AGENT: 作品数：988被引量：2503H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>>

An Asynchronous Genetic Algorithm for Multi-agent Path Planning Inspired by Biomimicry: 《Journal of Bionic Engineering》2025年第2期851-865,共15页Bin Liu Shikai Jin Yuzhu Li Zhuo Wang Donglai Zhao Wenjie Ge; To address the shortcomings of traditional Genetic Algorithm (GA) in multi-agent path planning, such as prolonged planning time, slow convergence, and solution instability, this paper proposes an Asynchronous Genetic ...; 关键词：Multi-agent path planning Asynchronous genetic algorithm Equal-size clustering Genetic algorithm

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)

Multi-agent deep reinforcement learning with traffic flow for traffic signal control: 《Journal of Control and Decision》2025年第1期81-92,共12页Liang Hou Dailin Huang Jie Cao Jialin Ma; supported by National Natural Science Foundation of China:[Grant Number 61763028];“Innovation Star”Project for Outstanding Graduate Students in Gansu Province:[Grant Number 2021CXZX-515].; Multi-agent Reinforcement Learning(MARL)has become one of the best methods in Adaptive Traffic Signal Control(ATSC).Traffic flow is a very regular traffic volume,which is highly critical to signal control policy.Howev...; 关键词：Multi-agent reinforcement learning actor-critic adaptive traffic signal control traffic flow

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

A pipelining task offloading strategy via delay-aware multi-agent reinforcement learning in Cybertwin-enabled 6G network: 《Digital Communications and Networks》2025年第1期92-105,共14页Haiwen Niu Luhan Wang Keliang Du Zhaoming Lu Xiangming Wen Yu Liu; funded by the National Key Research and Development Program of China under Grant 2019YFB1803301;Beijing Natural Science Foundation (L202002)。; Cybertwin-enabled 6th Generation(6G)network is envisioned to support artificial intelligence-native management to meet changing demands of 6G applications.Multi-Agent Deep Reinforcement Learning(MADRL)technologies dri...; 关键词：Cybertwin Multi-Agent Deep Reinforcement Learning(MADRL) Task offloading PIPELINING Delay-aware

Multi-agent deep reinforcement learning based resource management in heterogeneous V2X networks: 《Digital Communications and Networks》2025年第1期182-190,共9页Junhui Zhao Fajin Hu Jiahang Li Yiwen Nie; funded in part by the National Key Research and Development of China Project (2020YFB1807204);in part by National Natural Science Foundation of China (U2001213 and 61971191);in part by the Beijing Natural Science Foundation under Grant L201011;in part by the key project of Natural Science Foundation of Jiangxi Province (20202ACBL202006)。; In Heterogeneous Vehicle-to-Everything Networks(HVNs),multiple users such as vehicles and handheld devices and infrastructure can communicate with each other to obtain more advanced services.However,the increasing num...; 关键词：DATA-DRIVEN Deep reinforcement learning Resource allocation V2X communications

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

“大数据、大模型、大计算”全新范式与舆情精准研判:理论和Multi-Agent实证两个向度的探索: 《传媒观察》2025年第2期28-42,共15页丁晓蔚戚庆燕刘梓航; 国家社科基金2024年度一般项目“基于大模型的情报分析在金融监管中的应用研究”(24BTQ062);南京大学文科青年跨学科团队专项“中央高校基本科研业务费专项资金资助项目”(010814370112);南京大学文科卓越中长期研究专项“南京大学新时代文科卓越研究计划中长期研究专项资助项目”(010814914215);安徽省高校“三全育人”综合改革和思想政治能力提升计划项目(sztsjh2023614)的阶段性研究成果。; 本文探讨了“大数据、大模型、大计算”全新范式在舆情精准研判中的相关理论和应用实证。理论部分论述了该范式的概念和所涉关系,分析了其与Multi-Agent多智能体系统之间的联系。实证部分基于此范式在舆情研判中的应用案例,提出Multi-Ag...; 关键词：“大数据、大模型、大计算”全新范式 Multi-Agent多智能体系统舆情精准研判

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

Effective Tool Augmented Multi-Agent Framework for Data Analysis: 《Data Intelligence》2024年第4期923-945,共23页Xilin Zhang Zhixin Mao Ziwen Chen Shen Gao; Data analysis tasks aim to provide insightful analysis for given data by incorporating background knowledge of the represented phenomenon, which in turn supports decision-making. While existing large language models(L...; 关键词：Exploratory data analysis MULTI-AGENT Large language models

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