Semantic Collaboration: A Collaborative Approach for Multi-Agent Systems Based on Semantic Communication

被引:0
作者
Li, Peng [1 ]
Liu, Zhiqi [1 ]
Pang, Weijian [2 ]
Cao, Jiang [1 ]
机构
[1] Acad Mil Sci, Beijing 100091, Peoples R China
[2] Beijing Aeronaut Engn Technol Res Ctr, Beijing, Peoples R China
来源
2024 5TH INTERNATIONAL CONFERENCE ON COMPUTING, NETWORKS AND INTERNET OF THINGS, CNIOT 2024 | 2024年
基金
中国博士后科学基金;
关键词
Semantic Collaboration; Semantic Communication; Multi-Agent Systems;
D O I
10.1145/3670105.3670127
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In order to meet the practical needs of different intelligent agents collaborating to execute tasks, this paper has studied the multi-agent collaboration mode based on semantic communication and proposed a multi-agent collaboration method based on semantic communication. Firstly, the basic concept, basic framework, typical process and application of semantic communication are systematically described. On this basis, the basic concept and framework of multi-agent collaboration based are proposed, and the differences and relations between semantic communication and semantic collaboration are analyzed. Subsequently, the paper provides a detailed introduction to the typical process of semantic collaboration. Next, the key supporting technologies of semantic collaboration are analyzed. At last, taking the multi-agent cooperative search and rescue task as an example, the application mode of semantic collaboration is introduced.
引用
收藏
页码:123 / 132
页数:10
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