Cargando…

Revisiting foraging approaches in neuroscience

Many complex real-world decisions, such as deciding which house to buy or whether to switch jobs, involve trying to maximize reward across a sequence of choices. Optimal Foraging Theory is well suited to study these kinds of choices because it provides formal models for reward-maximization in sequen...

Descripción completa

Detalles Bibliográficos
Autores principales: Hall-McMaster, Sam, Luyckx, Fabrice
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6420423/
https://www.ncbi.nlm.nih.gov/pubmed/30607832
http://dx.doi.org/10.3758/s13415-018-00682-z
_version_ 1783404079379120128
author Hall-McMaster, Sam
Luyckx, Fabrice
author_facet Hall-McMaster, Sam
Luyckx, Fabrice
author_sort Hall-McMaster, Sam
collection PubMed
description Many complex real-world decisions, such as deciding which house to buy or whether to switch jobs, involve trying to maximize reward across a sequence of choices. Optimal Foraging Theory is well suited to study these kinds of choices because it provides formal models for reward-maximization in sequential situations. In this article, we review recent insights from foraging neuroscience, behavioral ecology, and computational modelling. We find that a commonly used approach in foraging neuroscience, in which choice items are encountered at random, does not reflect the way animals direct their foraging efforts in certain real-world settings, nor does it reflect efficient reward-maximizing behavior. Based on this, we propose that task designs allowing subjects to encounter choice items strategically will further improve the ecological validity of foraging approaches used in neuroscience, as well as give rise to new behavioral and neural predictions that deepen our understanding of sequential, value-based choice.
format Online
Article
Text
id pubmed-6420423
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Springer US
record_format MEDLINE/PubMed
spelling pubmed-64204232019-04-03 Revisiting foraging approaches in neuroscience Hall-McMaster, Sam Luyckx, Fabrice Cogn Affect Behav Neurosci Theoretical Review Many complex real-world decisions, such as deciding which house to buy or whether to switch jobs, involve trying to maximize reward across a sequence of choices. Optimal Foraging Theory is well suited to study these kinds of choices because it provides formal models for reward-maximization in sequential situations. In this article, we review recent insights from foraging neuroscience, behavioral ecology, and computational modelling. We find that a commonly used approach in foraging neuroscience, in which choice items are encountered at random, does not reflect the way animals direct their foraging efforts in certain real-world settings, nor does it reflect efficient reward-maximizing behavior. Based on this, we propose that task designs allowing subjects to encounter choice items strategically will further improve the ecological validity of foraging approaches used in neuroscience, as well as give rise to new behavioral and neural predictions that deepen our understanding of sequential, value-based choice. Springer US 2019-01-03 2019 /pmc/articles/PMC6420423/ /pubmed/30607832 http://dx.doi.org/10.3758/s13415-018-00682-z Text en © The Author(s) 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Theoretical Review
Hall-McMaster, Sam
Luyckx, Fabrice
Revisiting foraging approaches in neuroscience
title Revisiting foraging approaches in neuroscience
title_full Revisiting foraging approaches in neuroscience
title_fullStr Revisiting foraging approaches in neuroscience
title_full_unstemmed Revisiting foraging approaches in neuroscience
title_short Revisiting foraging approaches in neuroscience
title_sort revisiting foraging approaches in neuroscience
topic Theoretical Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6420423/
https://www.ncbi.nlm.nih.gov/pubmed/30607832
http://dx.doi.org/10.3758/s13415-018-00682-z
work_keys_str_mv AT hallmcmastersam revisitingforagingapproachesinneuroscience
AT luyckxfabrice revisitingforagingapproachesinneuroscience