Skip to Main content Skip to Navigation
Conference papers

A Simple-to-use BDI architecture for Agent-based Modeling and Simulation

Philippe Caillou 1, 2 Benoit Gaudou 3, 4 Arnaud Grignard 5, 6 Chi Quang Truong 6, 7 Patrick Taillandier 5
1 TAO - Machine Learning and Optimisation
CNRS - Centre National de la Recherche Scientifique : UMR8623, Inria Saclay - Ile de France, UP11 - Université Paris-Sud - Paris 11, LRI - Laboratoire de Recherche en Informatique
3 IRIT-SMAC - Systèmes Multi-Agents Coopératifs
IRIT - Institut de recherche en informatique de Toulouse
7 DREAM
DREAM - DREAM-CTU/IRD, CICT, Can Tho University, Vietnam
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 BDI (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.
Document type :
Conference papers
Complete list of metadata

Cited literature [19 references]  Display  Hide  Download

https://hal.inria.fr/hal-01216165
Contributor : Philippe Caillou <>
Submitted on : Thursday, October 15, 2015 - 4:38:13 PM
Last modification on : Wednesday, June 9, 2021 - 10:00:26 AM
Long-term archiving on: : Thursday, April 27, 2017 - 4:22:05 AM

File

ESSA15-ACTEUR.pdf
Files produced by the author(s)

Identifiers

  • HAL Id : hal-01216165, version 1

Citation

Philippe Caillou, Benoit Gaudou, Arnaud Grignard, Chi Quang Truong, Patrick Taillandier. A Simple-to-use BDI architecture for Agent-based Modeling and Simulation. The Eleventh Conference of the European Social Simulation Association (ESSA 2015), Sep 2015, Groningen, Netherlands. ⟨hal-01216165⟩

Share

Metrics

Record views

1367

Files downloads

4203