Literature DB >> 26483151

Deciding How To Decide: Self-Control and Meta-Decision Making.

Y-Lan Boureau1, Peter Sokol-Hessner1, Nathaniel D Daw2.   

Abstract

Many different situations related to self control involve competition between two routes to decisions: default and frugal versus more resource-intensive. Examples include habits versus deliberative decisions, fatigue versus cognitive effort, and Pavlovian versus instrumental decision making. We propose that these situations are linked by a strikingly similar core dilemma, pitting the opportunity costs of monopolizing shared resources such as executive functions for some time, against the possibility of obtaining a better outcome. We offer a unifying normative perspective on this underlying rational meta-optimization, review how this may tie together recent advances in many separate areas, and connect several independent models. Finally, we suggest that the crucial mechanisms and meta-decision variables may be shared across domains.
Copyright © 2015 Elsevier Ltd. All rights reserved.

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Year:  2015        PMID: 26483151     DOI: 10.1016/j.tics.2015.08.013

Source DB:  PubMed          Journal:  Trends Cogn Sci        ISSN: 1364-6613            Impact factor:   20.229


  39 in total

1.  Adaptive integration of habits into depth-limited planning defines a habitual-goal-directed spectrum.

Authors:  Mehdi Keramati; Peter Smittenaar; Raymond J Dolan; Peter Dayan
Journal:  Proc Natl Acad Sci U S A       Date:  2016-10-24       Impact factor: 11.205

2.  How to study the neural mechanisms of multiple tasks.

Authors:  Guangyu Robert Yang; Michael W Cole; Kanaka Rajan
Journal:  Curr Opin Behav Sci       Date:  2019-09-09

Review 3.  Computational psychiatry as a bridge from neuroscience to clinical applications.

Authors:  Quentin J M Huys; Tiago V Maia; Michael J Frank
Journal:  Nat Neurosci       Date:  2016-03       Impact factor: 24.884

4.  The Subjective Value of Cognitive Effort is Encoded by a Domain-General Valuation Network.

Authors:  Andrew Westbrook; Bidhan Lamichhane; Todd Braver
Journal:  J Neurosci       Date:  2019-03-08       Impact factor: 6.167

5.  Chronic and Acute Stress Promote Overexploitation in Serial Decision Making.

Authors:  Jennifer K Lenow; Sara M Constantino; Nathaniel D Daw; Elizabeth A Phelps
Journal:  J Neurosci       Date:  2017-05-08       Impact factor: 6.167

6.  Ventromedial Prefrontal Cortex Drives the Prioritization of Self-Associated Stimuli in Working Memory.

Authors:  Shouhang Yin; Taiyong Bi; Antao Chen; Tobias Egner
Journal:  J Neurosci       Date:  2021-01-18       Impact factor: 6.167

7.  Interactions of Motivation and Cognitive Control.

Authors:  Debbie M Yee; Todd S Braver
Journal:  Curr Opin Behav Sci       Date:  2017-11-24

Review 8.  Foraging for foundations in decision neuroscience: insights from ethology.

Authors:  Dean Mobbs; Pete C Trimmer; Daniel T Blumstein; Peter Dayan
Journal:  Nat Rev Neurosci       Date:  2018-07       Impact factor: 34.870

Review 9.  Deliberating trade-offs with the future.

Authors:  Adam Bulley; Daniel L Schacter
Journal:  Nat Hum Behav       Date:  2020-03-17

10.  Self-Control as Value-Based Choice.

Authors:  Elliot T Berkman; Cendri A Hutcherson; Jordan L Livingston; Lauren E Kahn; Michael Inzlicht
Journal:  Curr Dir Psychol Sci       Date:  2017-10-09
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