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

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.
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Communication dans un congrès
The Eleventh Conference of the European Social Simulation Association (ESSA 2015), Sep 2015, Groningen, Netherlands. 〈http://www.essa2015.org/〉
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  • HAL Id : hal-01216165, version 1

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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. 〈http://www.essa2015.org/〉. 〈hal-01216165〉

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