Parallel simulation of a stochastic agent/environment interaction model

Makram Bouzid 1 Vincent Chevrier 1 Stéphane Vialle François Charpillet 1
1 MAIA - Autonomous intelligent machine
INRIA Lorraine, LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
Abstract : In this article, we address the modeling and simulation of situated agents, together with the unreliability of their sensors and effectors. We propose a model for the simulation of the agent/environment interaction, that integrates uncertainties and errors of agent sensors and effectors. This model is built upon a stochastic modeling of the interaction. We illustrate an application of such a model in the case of simulating a set of mobile autonomous robots evolving in a structured environment (the inside of a building). Moreover, the built simulator has been designed to be executed on parallel computers and we describe its parallel implementation together with major results from a simulation point of view, as well as parallel performances.
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Article dans une revue
Integrated Computer-Aided Engineering, IOS Press, 2001, 8 (3), pp.189-203
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https://hal.inria.fr/inria-00100406
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Soumis le : mardi 26 septembre 2006 - 14:41:40
Dernière modification le : jeudi 11 janvier 2018 - 06:19:50

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  • HAL Id : inria-00100406, version 1

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Makram Bouzid, Vincent Chevrier, Stéphane Vialle, François Charpillet. Parallel simulation of a stochastic agent/environment interaction model. Integrated Computer-Aided Engineering, IOS Press, 2001, 8 (3), pp.189-203. 〈inria-00100406〉

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