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Chapitre D'ouvrage Année : 2017

A simple-to-use BDI architecture for agent-based modeling and simulation

Philippe Caillou
Benoit Gaudou
Arnaud Grignard
  • Fonction : Auteur
Chi Quang Truong
  • Fonction : Auteur

Résumé

With the increase of computing power and the development of userfriendly multi-agent simulation frameworks, social simulations have become increasingly realistic. However, most agent architectures in these simulations use simple reactive models. Cognitive architectures face two main obstacles: their complexity for the field-expert modeler, and their computational cost. In this paper, we propose a new cognitive agent architecture based on the BDI (Belief-Desire-Intention) paradigm integrated into the GAMA modeling platform. Based on the GAML modeling language, this architecture was designed to be simpleto- use for modelers, flexible enough to manage complex behaviors, and with low computational cost. This architecture is illustrated with a simulation of the evolution of land use in the Mekong Delta.

Dates et versions

hal-01607098 , version 1 (02-10-2017)

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Citer

Philippe Caillou, Benoit Gaudou, Arnaud Grignard, Chi Quang Truong, Patrick Taillandier. A simple-to-use BDI architecture for agent-based modeling and simulation. Advances in Social Simulation 2015, Chapter 2, Springer International Publishing AG, 13 p., 2017, Advances in Intelligent Systems and Computing, 978-3-319-47252-2. ⟨10.1007/978-3-319-47253-9_2⟩. ⟨hal-01607098⟩
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