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Value-complexity tradeoff explains mouse navigational learning

We introduce a novel methodology for describing animal behavior as a tradeoff between value and complexity, using the Morris Water Maze navigation task as a concrete example. We develop a dynamical system model of the Water Maze navigation task, solve its optimal control under varying complexity con...

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Detalles Bibliográficos
Autores principales:	Amir, Nadav, Suliman-Lavie, Reut, Tal, Maayan, Shifman, Sagiv, Tishby, Naftali, Nelken, Israel
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2020
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7758052/ https://www.ncbi.nlm.nih.gov/pubmed/33306669 http://dx.doi.org/10.1371/journal.pcbi.1008497

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