Two-Layer Architecture for Distributed Massively Multi-agent Systems

Yohei Murakami, Takao Nakaguchi, Donghui Lin, Toru Ishida

研究成果: Conference contribution

抄録

Existing massively multi-agent systems are aimed at handling tens of thousands of agents on a single server or a computer cluster. To this end, the agents are implemented as a data structure on the server to run at high speed. However, in future IoS/IoT environments, it will be necessary to deploy agents to distributed servers. Therefore, we propose a two-layered architecture consisting of macro-agents and micro-agents: the former controls the distributed environment and the latter solves the problem cooperatively. The macro-agents pre-installed on servers form a self-organized network by communicating with neighbor macro-agents. On the other hand, micro-agents are implemented as data structures on the server and solve problems under control of the macro-agents. An example scenario is presented to illustrate how to apply the proposed architecture to driving assistance with environment-embedded sensors.

本文言語English
ホスト出版物のタイトルMassively Multi-Agent Systems II - International Workshop, MMAS 2018, Revised Selected Papers
編集者Franco Zambonelli, Donghui Lin, Toru Ishida, Itsuki Noda
出版社Springer Verlag
ページ53-65
ページ数13
ISBN(印刷版)9783030209360
DOI
出版ステータスPublished - 2019
外部発表はい
イベントInternational Workshop on Massively Multi-agent Systems, MMAS 2018 - Stockholm, Sweden
継続期間: 2018 7 142018 7 14

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
11422 LNAI
ISSN(印刷版)0302-9743
ISSN(電子版)1611-3349

Conference

ConferenceInternational Workshop on Massively Multi-agent Systems, MMAS 2018
CountrySweden
CityStockholm
Period18/7/1418/7/14

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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