Taillandier, Patrick, Bourgais, Mathieu, Caillou, Philippe, Adam, Carole and Gaudou, Benoit (2017) A situated BDI agent architecture for the GAMA modelling and simulation platform. In: 17th International Workshop on Multi-Agent-Based Simulation (MABS 2016) at AAMAS 2016.
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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. Indeed, cognitive agent 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 and its 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. An experiment carried out with different profiles of end-users shows that the architecture is actually usable even by modelers who have little knowledge in programming and in Artificial Intelligence.
Item Type: | Conference or Workshop Item (Paper) |
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Language: | English |
Date: | 2017 |
Uncontrolled Keywords: | Agent-based simulation - BDI architecture - GAMA platform |
Subjects: | H- INFORMATIQUE |
Divisions: | Institut de Recherche en Informatique de Toulouse |
Site: | UT1 |
Date Deposited: | 06 Mar 2019 14:45 |
Last Modified: | 02 Apr 2021 15:59 |
URI: | https://publications.ut-capitole.fr/id/eprint/28740 |