OATAO - Open Archive Toulouse Archive Ouverte Open Access Week

A Simple-to-Use BDI Architecture for Agent-Based Modeling and Simulation

Caillou, Philippe and Gaudou, Benoit and Grignard, Arnaud and Truong, Chi Quang and Taillandier, Patrick A Simple-to-Use BDI Architecture for Agent-Based Modeling and Simulation. (2017) In: Social Simulation Conference (SSC 2015), 14 September 2015 - 18 September 2015 (Groningen, Netherlands).

[img]
Preview
(Document in English)

PDF (Author's version) - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
493kB

Official URL: https://doi.org/10.1007/978-3-319-47253-9_2

Abstract

With the increase of computing power and the development of user-friendly 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 Belief-Desire-Intention paradigm integrated into the GAMA modeling platform. Based on the GAML modeling language, this architecture was designed to be simple-to-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.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to Springer editor. This papers appears in Advances in Social Simulation 2015 ISBN 978-3-319-47252-2. The original PDF is available at: https://link.springer.com/chapter/10.1007/978-3-319-47253-9_2
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
Other partners > Université de Rouen - UR (FRANCE)
Other partners > Université Pierre et Marie Curie, Paris 6 - UPMC (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > Can Tho University - CTU ( VIETNAM)
Other partners > Université Paris-Sud 11 (FRANCE)
Laboratory name:
Statistics:download
Deposited By: IRIT IRIT
Deposited On:15 May 2018 11:38

Repository Staff Only: item control page