Cargando…
Interrupting behaviour: Minimizing decision costs via temporal commitment and low-level interrupts
Ideal decision-makers should constantly assess all sources of information about opportunities and threats, and be able to redetermine their choices promptly in the face of change. However, perpetual monitoring and reassessment impose inordinate sensing and computational costs, making them impractica...
Autores principales: | , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5786335/ https://www.ncbi.nlm.nih.gov/pubmed/29338004 http://dx.doi.org/10.1371/journal.pcbi.1005916 |
_version_ | 1783295772311158784 |
---|---|
author | Lloyd, Kevin Dayan, Peter |
author_facet | Lloyd, Kevin Dayan, Peter |
author_sort | Lloyd, Kevin |
collection | PubMed |
description | Ideal decision-makers should constantly assess all sources of information about opportunities and threats, and be able to redetermine their choices promptly in the face of change. However, perpetual monitoring and reassessment impose inordinate sensing and computational costs, making them impractical for animals and machines alike. The obvious alternative of committing for extended periods of time to limited sensory strategies associated with particular courses of action can be dangerous and wasteful. Here, we explore the intermediate possibility of making provisional temporal commitments whilst admitting interruption based on limited broader observation. We simulate foraging under threat of predation to elucidate the benefits of such a scheme. We relate our results to diseases of distractibility and roving attention, and consider mechanistic substrates such as noradrenergic neuromodulation. |
format | Online Article Text |
id | pubmed-5786335 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-57863352018-02-09 Interrupting behaviour: Minimizing decision costs via temporal commitment and low-level interrupts Lloyd, Kevin Dayan, Peter PLoS Comput Biol Research Article Ideal decision-makers should constantly assess all sources of information about opportunities and threats, and be able to redetermine their choices promptly in the face of change. However, perpetual monitoring and reassessment impose inordinate sensing and computational costs, making them impractical for animals and machines alike. The obvious alternative of committing for extended periods of time to limited sensory strategies associated with particular courses of action can be dangerous and wasteful. Here, we explore the intermediate possibility of making provisional temporal commitments whilst admitting interruption based on limited broader observation. We simulate foraging under threat of predation to elucidate the benefits of such a scheme. We relate our results to diseases of distractibility and roving attention, and consider mechanistic substrates such as noradrenergic neuromodulation. Public Library of Science 2018-01-16 /pmc/articles/PMC5786335/ /pubmed/29338004 http://dx.doi.org/10.1371/journal.pcbi.1005916 Text en © 2018 Lloyd, Dayan http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Lloyd, Kevin Dayan, Peter Interrupting behaviour: Minimizing decision costs via temporal commitment and low-level interrupts |
title | Interrupting behaviour: Minimizing decision costs via temporal commitment and low-level interrupts |
title_full | Interrupting behaviour: Minimizing decision costs via temporal commitment and low-level interrupts |
title_fullStr | Interrupting behaviour: Minimizing decision costs via temporal commitment and low-level interrupts |
title_full_unstemmed | Interrupting behaviour: Minimizing decision costs via temporal commitment and low-level interrupts |
title_short | Interrupting behaviour: Minimizing decision costs via temporal commitment and low-level interrupts |
title_sort | interrupting behaviour: minimizing decision costs via temporal commitment and low-level interrupts |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5786335/ https://www.ncbi.nlm.nih.gov/pubmed/29338004 http://dx.doi.org/10.1371/journal.pcbi.1005916 |
work_keys_str_mv | AT lloydkevin interruptingbehaviourminimizingdecisioncostsviatemporalcommitmentandlowlevelinterrupts AT dayanpeter interruptingbehaviourminimizingdecisioncostsviatemporalcommitmentandlowlevelinterrupts |