Cooperation in Adaptive Multi-Agent Systems through System of Systems modeling

13 pages•Published: September 29, 2016

Teddy Bouziat, Valérie Camps and Stéphanie Combettes

Abstract

This paper addresses the modeling and design of Systems of Systems (SoS) as well as inter multi-agent systems cooperation. It presents and illustrates a new generic model to describe formally SoS. Then, this model is used to propose a study of inter-AMAS (Adaptive Multi-Agent System) cooperation. Each AMAS, reified as a component-system of a SoS, uses a cooperative decision process in order to interact with other AMAS and to collectively give rise to a relevant overall function at the SoS level. The proposed model as well as the inter-AMAS study are instantiated to a simulated resources transportation problem.

Keyphrases: adaptation, cooperation, modeling, multi agent, system of systems

In: Christoph Benzmüller, Geoff Sutcliffe and Raul Rojas (editors). GCAI 2016. 2nd Global Conference on Artificial Intelligence, vol 41, pages 214-226.

Links:	https://easychair.org/publications/paper/vHXp
	https://doi.org/10.29007/kqfk

BibTeX entry

@inproceedings{GCAI2016:Cooperation_Adaptive_Multi_Agent,
  author    = {Teddy Bouziat and Valérie Camps and Stéphanie Combettes},
  title     = {Cooperation in Adaptive Multi-Agent Systems through System of Systems modeling},
  booktitle = {GCAI 2016. 2nd Global Conference on Artificial Intelligence},
  editor    = {Christoph Benzmüller and Geoff Sutcliffe and Raul Rojas},
  series    = {EPiC Series in Computing},
  volume    = {41},
  publisher = {EasyChair},
  bibsource = {EasyChair, https://easychair.org},
  issn      = {2398-7340},
  url       = {/publications/paper/vHXp},
  doi       = {10.29007/kqfk},
  pages     = {214-226},
  year      = {2016}}

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