Distributed coding in multiagent systems

被引:0
|
作者
Miletic, F [1 ]
Dewilde, P [1 ]
机构
[1] Delft Univ Technol, Fac Elect Engn Math & Informat, Delft, Netherlands
关键词
distributed coding; multiagent systems; erasure graph channel;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article describes using distributed coding of logical information in multiagent systems. First we identify failures of the agent platform in case of an unreliable underlying network. Next a simple, but inefficient way of distributing the agent state is given. Finally, we expose the way of solving failure problems by use of state snapshots and distributed coding. We develop a model of the network, based on the notion of erasure graph channel. We treat the properties of the erasure code encoding data efficiently with respect to a prescribed level of distortion. This work introduces information-theoretic ideas to multiagent middleware. It should enable applications of multiagent systems in environments where it is hard to establish a reliable communication infrastructure. The exposed work is a part of project Combined, funded by DECIS Lab, Delft.
引用
收藏
页码:5929 / 5934
页数:6
相关论文
共 50 条
  • [31] DISTRIBUTED AI, DECENTRALIZED AI, AND MULTIAGENT SYSTEMS - FOREWORD
    KELEMEN, J
    COMPUTERS AND ARTIFICIAL INTELLIGENCE, 1993, 12 (01): : 1 - 4
  • [32] A distributed control approach for heterogeneous linear multiagent systems
    Sarsilmaz, Selahattin Burak
    Yucelen, Tansel
    INTERNATIONAL JOURNAL OF CONTROL, 2021, 94 (05) : 1402 - 1414
  • [33] Distributed Containment Control for Nonlinear Stochastic Multiagent Systems
    Li, Kuo
    Hua, Changchun
    Guan, Xinping
    IEEE TRANSACTIONS ON CYBERNETICS, 2021, 51 (06) : 3361 - 3370
  • [34] A new task allocation protocol in distributed multiagent systems
    Iantovics, Barna Laszlo
    EDUCATION TRAINING AND INFORMATION COMMUNICATION TECHNOLOGIES ROEDUNET' 05: PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ROEDUNET ROMANIA, 2005, : 5 - 10
  • [35] A Distributed Detection Algorithm for Collective Behaviors in Multiagent Systems
    Wang, Jing
    Ahn, In Soo
    Lu, Yufeng
    Yang, Tianyu
    PROCEEDINGS OF THE 2016 12TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2016, : 372 - 377
  • [36] Distributed Optimization for Two Types of Heterogeneous Multiagent Systems
    Sun, Chao
    Ye, Maojiao
    Hu, Guoqiang
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 32 (03) : 1314 - 1324
  • [37] Distributed Fictitious Play for Multiagent Systems in Uncertain Environments
    Eksin, Ceyhun
    Ribeiro, Alejandro
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2018, 63 (04) : 1177 - 1184
  • [38] Distributed Robust Adaptive Optimization for Nonlinear Multiagent Systems
    Liu, Yan
    Yang, Guang-Hong
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 51 (02): : 1046 - 1053
  • [39] Distributed Fuzzy Extended Kalman Filter for Multiagent Systems
    Zhang, Xiaobo
    Lin, Haoshen
    Liu, Gang
    He, Bing
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2023, 21 (05) : 1692 - 1703
  • [40] Distributed Tracking of Nonholonomic Targets Over Multiagent Systems
    Jenabzadeh, Ahmadreza
    Safarinejadian, Behrouz
    IEEE SYSTEMS JOURNAL, 2019, 13 (02): : 1678 - 1681