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Off-Policy Evaluation of the Performance of a Robot Swarm: Importance Sampling to Assess Potential Modifications to the Finite-State Machine That Controls the Robots

Due to the decentralized, loosely coupled nature of a swarm and to the lack of a general design methodology, the development of control software for robot swarms is typically an iterative process. Control software is generally modified and refined repeatedly, either manually or automatically, until...

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Detalles Bibliográficos
Publicado en:Front Robot AI
Main Authors: Pagnozzi, Federico, Birattari, Mauro
Formato: Artigo
Idioma:Inglês
Publicado: Frontiers Media S.A. 2021
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC8117342/
https://ncbi.nlm.nih.gov/pubmed/33996923
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/frobt.2021.625125
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