Caillou, Philippe, Gaudou, Benoit, Grignard, Arnaud, Truong, Chi Quang and Taillandier, Patrick (2017) A Simple-to-Use BDI Architecture for Agent-Based Modeling and Simulation. In: Social Simulation Conference (SSC 2015).
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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) |
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Language: | English |
Date: | 2017 |
Uncontrolled Keywords: | Cognitive model - BDI agent - Simulation Framework |
Subjects: | H- INFORMATIQUE |
Divisions: | Institut de Recherche en Informatique de Toulouse |
Site: | UT1 |
Date Deposited: | 28 Feb 2019 14:33 |
Last Modified: | 02 Apr 2021 15:58 |
URI: | https://publications.ut-capitole.fr/id/eprint/28612 |