A Collective Behaviour Framework for Multi-agent Systems

被引:8
|
作者
Guzel, Mehmet Serdar [1 ]
Kayakoku, Hakan [1 ]
机构
[1] Ankara Univ, Dept Comp Engn, Ankara, Turkey
关键词
Multi-agent systems; Decentralized architecture; Collective behaviour; Swarm intelligence; SELF-ORGANIZED AGGREGATION;
D O I
10.1007/978-3-319-33581-0_5
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper addresses a novel framework that employs a decentralized strategy for collective behaviours of multi-agent systems. The framework proposes a new aggregation behaviour that focusses on letting agents on the swarm agree on attending a group and allocating a leader for each group. As the leader starts moving towards a specific goal in a particularly cluttered environment, other members are enabled to move while keeping themselves coordinated with the leader and the centre of gravity of the group.
引用
收藏
页码:61 / 71
页数:11
相关论文
共 50 条
  • [41] Controlled Collective Behavior of the Networked Multi-Agent Systems with Heterogeneous Agent Dynamics
    Zhong, Weisong
    Cao, Wenxiu
    [J]. 2022 41ST CHINESE CONTROL CONFERENCE (CCC), 2022, : 908 - 912
  • [42] Towards a Framework for Detecting Opportunism in Multi-Agent Systems
    Luo, Jieting
    Meyer, John-Jules
    Knobbout, Max
    [J]. ECAI 2016: 22ND EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2016, 285 : 1636 - 1637
  • [43] Adaptive Optimization Framework for Control of Multi-Agent Systems
    Lukina, Anna
    [J]. THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2019, : 9991 - 9992
  • [44] An abductive framework for information exchange in multi-agent systems
    Gavanelli, M
    Lamma, E
    Mello, P
    Torroni, P
    [J]. COMPUTATIONAL LOGIC IN MULTI-AGENT SYSTEMS, 2004, 3259 : 34 - 52
  • [45] A logical framework for knowledge sharing in multi-agent systems
    Su, KL
    Luo, XD
    Wang, HQ
    Zhang, CQ
    Zhang, SC
    Chen, QF
    [J]. COMPUTING AND COMBINATORICS, 2001, 2108 : 561 - 570
  • [46] JAT: A test automation framework for multi-agent systems
    Coelho, Roberta
    Cirilo, Elder
    Kulesza, Uira
    von Staa, Arndt
    Rashid, Awais
    Lucena, Carlos
    [J]. 2007 IEEE INTERNATIONAL CONFERENCE ON SOFTWARE MAINTENANCE, 2007, : 324 - +
  • [47] A multi-agent framework for the coordination and integration of information systems
    Sikora, R
    Shaw, MJ
    [J]. MANAGEMENT SCIENCE, 1998, 44 (11) : S65 - S78
  • [48] Mobeet: A multi-agent framework for ubiquitous information systems
    Yoshioka, N
    Ohsuga, A
    Honiden, S
    [J]. AGENT-ORIENTED INFORMATION SYSTEMS II, 2005, 3508 : 19 - 35
  • [49] Towards a Multi-Agent Framework for Intelligent Tutoring Systems
    Wang, Su-Hua
    Liu, Ying-Chun
    Chen, Deng-Jiy
    [J]. 2008 FIRST IEEE INTERNATIONAL CONFERENCE ON UBI-MEDIA COMPUTING AND WORKSHOPS, PROCEEDINGS, 2008, : 573 - 579
  • [50] CATest: A Test Automation Framework for Multi-Agent Systems
    Wang, Shufeng
    Zhu, Hong
    [J]. 2012 IEEE 36TH ANNUAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE (COMPSAC), 2012, : 148 - 157