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Interrupting behaviour: Minimizing decision costs via temporal commitment and low-level interrupts.

Authors :
Lloyd, Kevin
Dayan, Peter
Source :
PLoS Computational Biology. 1/16/2018, Vol. 14 Issue 1, p1-23. 23p.
Publication Year :
2018

Abstract

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. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
1553734X
Volume :
14
Issue :
1
Database :
Academic Search Index
Journal :
PLoS Computational Biology
Publication Type :
Academic Journal
Accession number :
127332746
Full Text :
https://doi.org/10.1371/journal.pcbi.1005916