DocumentCode
428742
Title
Distributed coding in multiagent systems
Author
Miletic, F. ; Dewilde, Patrick
Author_Institution
Fac. of Electr. Eng., Mathematics & Informatics, Delft Univ. of Technol., Netherlands
Volume
6
fYear
2004
fDate
10-13 Oct. 2004
Firstpage
5929
Abstract
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.
Keywords
distortion; distributed processing; middleware; multi-agent systems; distributed coding; graph channel; logical information; multiagent middleware; multiagent systems; reliable communication infrastructure; Communication system control; Control systems; High level languages; Informatics; Mathematics; Middleware; Multiagent systems; Unified modeling language; Wireless LAN; Yarn;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2004 IEEE International Conference on
ISSN
1062-922X
Print_ISBN
0-7803-8566-7
Type
conf
DOI
10.1109/ICSMC.2004.1401143
Filename
1401143
Link To Document