Differential reinforcement encoding along the hippocampal long axis helps resolve the explore–exploit dilemma

Decisions under uncertainty involve a balance between exploiting familiar valuable options and exploring unfamiliar ones. Here, the authors study hippocampal responses using fMRI during a reinforcement learning task, and show the differential involvement of the anterior-posterior regions in the expl...

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Autores principales: Alexandre Y. Dombrovski, Beatriz Luna, Michael N. Hallquist
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2020
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Acceso en línea:https://doaj.org/article/3badb3ebffd546efac68accafcaf4db5
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spelling oai:doaj.org-article:3badb3ebffd546efac68accafcaf4db52021-12-02T14:41:14ZDifferential reinforcement encoding along the hippocampal long axis helps resolve the explore–exploit dilemma10.1038/s41467-020-18864-02041-1723https://doaj.org/article/3badb3ebffd546efac68accafcaf4db52020-10-01T00:00:00Zhttps://doi.org/10.1038/s41467-020-18864-0https://doaj.org/toc/2041-1723Decisions under uncertainty involve a balance between exploiting familiar valuable options and exploring unfamiliar ones. Here, the authors study hippocampal responses using fMRI during a reinforcement learning task, and show the differential involvement of the anterior-posterior regions in the explore-exploit aspects of the task.Alexandre Y. DombrovskiBeatriz LunaMichael N. HallquistNature PortfolioarticleScienceQENNature Communications, Vol 11, Iss 1, Pp 1-15 (2020)
institution DOAJ
collection DOAJ
language EN
topic Science
Q
spellingShingle Science
Q
Alexandre Y. Dombrovski
Beatriz Luna
Michael N. Hallquist
Differential reinforcement encoding along the hippocampal long axis helps resolve the explore–exploit dilemma
description Decisions under uncertainty involve a balance between exploiting familiar valuable options and exploring unfamiliar ones. Here, the authors study hippocampal responses using fMRI during a reinforcement learning task, and show the differential involvement of the anterior-posterior regions in the explore-exploit aspects of the task.
format article
author Alexandre Y. Dombrovski
Beatriz Luna
Michael N. Hallquist
author_facet Alexandre Y. Dombrovski
Beatriz Luna
Michael N. Hallquist
author_sort Alexandre Y. Dombrovski
title Differential reinforcement encoding along the hippocampal long axis helps resolve the explore–exploit dilemma
title_short Differential reinforcement encoding along the hippocampal long axis helps resolve the explore–exploit dilemma
title_full Differential reinforcement encoding along the hippocampal long axis helps resolve the explore–exploit dilemma
title_fullStr Differential reinforcement encoding along the hippocampal long axis helps resolve the explore–exploit dilemma
title_full_unstemmed Differential reinforcement encoding along the hippocampal long axis helps resolve the explore–exploit dilemma
title_sort differential reinforcement encoding along the hippocampal long axis helps resolve the explore–exploit dilemma
publisher Nature Portfolio
publishDate 2020
url https://doaj.org/article/3badb3ebffd546efac68accafcaf4db5
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AT beatrizluna differentialreinforcementencodingalongthehippocampallongaxishelpsresolvetheexploreexploitdilemma
AT michaelnhallquist differentialreinforcementencodingalongthehippocampallongaxishelpsresolvetheexploreexploitdilemma
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