LeHavreV1, Main, Exploration, bibRecord, 000420

A New BDI Architecture To Formalize Cognitive Agent Behaviors Into Simulations

Identifieur interne : 000420 ( Main/Exploration ); précédent : 000419; suivant : 000421

A New BDI Architecture To Formalize Cognitive Agent Behaviors Into Simulations

Auteurs : Van Minh Le [Viêt Nam] ; Benoit Gaudou [France] ; Patrick Taillandier [France] ; Duc An Vo

Source :

RBID : Hal:hal-01228712

English descriptors

mix :
- BDI architecture, Cognitive agent design, GAMA modeling andsimulation platform.

Abstract

Nowadays, agent-based modelling is more and more used to study complex socio-ecological systems. These last years have also seen the development of several agent-based simulation platforms. These platforms allow modelers to easily and quickly develop models with simple agents. However, socio-ecological systems need agents able to make decisions in order to represent human beings and the design of such complex agents is still an open issue: even with these platforms, designing agents able to make complex reasoning is a difficult task, in particular for modelers that have no programming skill. In order to answer the modeler needs concerning complex agent design, we propose a new agent architecture based on the BDI paradigm and integrated into a simulation platform (GAMA). This paradigm allows designing expressive and realistic agents, yet, it is rarely used in simulation context. A reason is that most agent architectures based on the BDI paradigm are complex to understand and to use by non-computer-scientists. Our agent architecture answers this problem by allowing modelers to define complex cognitive agents in a simple way. An application of our architecture on a model concerning forest fire and fire-fighter helicopters is presented.

Url:

https://hal.archives-ouvertes.fr/hal-01228712

Affiliations:

Links toward previous steps (curation, corpus...)

to stream Hal, to step Corpus: 000016
to stream Hal, to step Curation: 000016
to stream Hal, to step Checkpoint: 000231
to stream Main, to step Merge: 000423
to stream Main, to step Curation: 000420

Le document en format XML

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<front><div type="abstract" xml:lang="en">Nowadays, agent-based modelling is more and more used to study complex socio-ecological systems. These last years have also seen the development of several agent-based simulation platforms. These platforms allow modelers to easily and quickly develop models with simple agents. However, socio-ecological systems need agents able to make decisions in order to represent human beings and the design of such complex agents is still an open issue: even with these platforms, designing agents able to make complex reasoning is a difficult task, in particular for modelers that have no programming skill. In order to answer the modeler needs concerning complex agent design, we propose a new agent architecture based on the BDI paradigm and integrated into a simulation platform (GAMA). This paradigm allows designing expressive and realistic agents, yet, it is rarely used in simulation context. A reason is that most agent architectures based on the BDI paradigm are complex to understand and to use by non-computer-scientists. Our agent architecture answers this problem by allowing modelers to define complex cognitive agents in a simple way. An application of our architecture on a model concerning forest fire and fire-fighter helicopters is presented.</div>
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A New BDI Architecture To Formalize Cognitive Agent Behaviors Into Simulations

A New BDI Architecture To Formalize Cognitive Agent Behaviors Into Simulations

Source :

English descriptors

Abstract

Links toward previous steps (curation, corpus...)

Le document en format XML

Pour manipuler ce document sous Unix (Dilib)

Pour mettre un lien sur cette page dans le réseau Wicri