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Keep Your Options Open: An Information-Based Driving Principle for Sensorimotor Systems

The central resource processed by the sensorimotor system of an organism is information. We propose an information-based quantity that allows one to characterize the efficiency of the perception-action loop of an abstract organism model. It measures the potential of the organism to imprint informati...

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Detalles Bibliográficos
Autores principales: Klyubin, Alexander S., Polani, Daniel, Nehaniv, Chrystopher L.
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2607028/
https://www.ncbi.nlm.nih.gov/pubmed/19107219
http://dx.doi.org/10.1371/journal.pone.0004018
Descripción
Sumario:The central resource processed by the sensorimotor system of an organism is information. We propose an information-based quantity that allows one to characterize the efficiency of the perception-action loop of an abstract organism model. It measures the potential of the organism to imprint information on the environment via its actuators in a way that can be recaptured by its sensors, essentially quantifying the options available and visible to the organism. Various scenarios suggest that such a quantity could identify the preferred direction of evolution or adaptation of the sensorimotor loop of organisms.