Optimal policy for value-based decision-making

Drift diffusion models (DDM) are fundamental to our understanding of perceptual decision-making. Here, the authors show that DDM can implement optimal choice strategies in value-based decisions but require sufficient knowledge of reward contingencies and collapsing decision boundaries with time.

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Detalles Bibliográficos
Autores principales:	Satohiro Tajima, Jan Drugowitsch, Alexandre Pouget
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2016
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/98fd03651eaf41778076aa1f9e46c473
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:98fd03651eaf41778076aa1f9e46c473
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spelling	oai:doaj.org-article:98fd03651eaf41778076aa1f9e46c4732021-12-02T17:33:22ZOptimal policy for value-based decision-making10.1038/ncomms124002041-1723https://doaj.org/article/98fd03651eaf41778076aa1f9e46c4732016-08-01T00:00:00Zhttps://doi.org/10.1038/ncomms12400https://doaj.org/toc/2041-1723Drift diffusion models (DDM) are fundamental to our understanding of perceptual decision-making. Here, the authors show that DDM can implement optimal choice strategies in value-based decisions but require sufficient knowledge of reward contingencies and collapsing decision boundaries with time.Satohiro TajimaJan DrugowitschAlexandre PougetNature PortfolioarticleScienceQENNature Communications, Vol 7, Iss 1, Pp 1-12 (2016)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Satohiro Tajima Jan Drugowitsch Alexandre Pouget Optimal policy for value-based decision-making
description	Drift diffusion models (DDM) are fundamental to our understanding of perceptual decision-making. Here, the authors show that DDM can implement optimal choice strategies in value-based decisions but require sufficient knowledge of reward contingencies and collapsing decision boundaries with time.
format	article
author	Satohiro Tajima Jan Drugowitsch Alexandre Pouget
author_facet	Satohiro Tajima Jan Drugowitsch Alexandre Pouget
author_sort	Satohiro Tajima
title	Optimal policy for value-based decision-making
title_short	Optimal policy for value-based decision-making
title_full	Optimal policy for value-based decision-making
title_fullStr	Optimal policy for value-based decision-making
title_full_unstemmed	Optimal policy for value-based decision-making
title_sort	optimal policy for value-based decision-making
publisher	Nature Portfolio
publishDate	2016
url	https://doaj.org/article/98fd03651eaf41778076aa1f9e46c473
work_keys_str_mv	AT satohirotajima optimalpolicyforvaluebaseddecisionmaking AT jandrugowitsch optimalpolicyforvaluebaseddecisionmaking AT alexandrepouget optimalpolicyforvaluebaseddecisionmaking
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Optimal policy for value-based decision-making

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