Systèmes Multi-Agents et GPGPU : état des lieux et directions pour l'avenir

Emmanuel Hermellin 1 Fabien Michel 1 Jacques Ferber 1
1 SMILE - Système Multi-agent, Interaction, Langage, Evolution
LIRMM - Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier
Abstract : Using Multi-Agent Systems (MAS) may require to handle a very high computing power but the computational resources which are needed cannot be fulfilled by the CPU of single Personal Computers (PC) any more. Considering this issue , General-Purpose computing on Graphics Processing Units (GPGPU) appears to be very promising as it enables huge speed up on regular PC. However, this technology relies on a highly specialized architecture, implying a very specific programming approach and mindset. This paper reviews the literature reporting on contributions which are at the intersection between MAS and GPGPU and identifies the most promising directions for a generalization of this technology in our community.
Keywords : OpenCL CUDA GPGPU MAS
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Emmanuel Hermellin, Fabien Michel, Jacques Ferber. Systèmes Multi-Agents et GPGPU : état des lieux et directions pour l'avenir. JFSMA: Journées Francophones sur les Systèmes Multi-Agents, Oct 2014, Loriol-sur-drôme, France. pp.97-106. ⟨lirmm-01236746⟩

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