Toward a Rational and Mechanistic Account of Mental Effort

К рациональному и механистическому объяснению умственных усилий
Matthew Botvinick, Thomas L. Griffiths, Falk Lieder, Jonathan D. Cohen, Sebastian Musslick, Amitai Shenhav, Wouter Kool
2017-04-04

cognitive controlcomputational modelingcontrol costsmental effortneural mechanism
In spite of its familiar phenomenology, the mechanistic basis for mental effort remains poorly understood. Although most researchers agree that mental effort is aversive and stems from limitations in our capacity to exercise cognitive control, it is unclear what gives rise to those limitations and why they result in an experience of control as costly. The presence of these control costs also raises further questions regarding how best to allocate mental effort to minimize those costs and maximize the attendant benefits. This review explores recent advances in computational modeling and empirical research aimed at addressing these questions at the level of psychological process and neural mechanism, examining both the limitations to mental effort exertion and how we manage those limited cognitive resources. We conclude by identifying remaining challenges for theoretical accounts of mental effort as well as possible applications of the available findings to understanding the causes of and potential solutions for apparent failures to exert the mental effort required of us.
1
Mental effort is experienced as aversive and linked to limitations in the capacity to exercise cognitive control.
2
Recent advances in computational modeling and empirical research address mental effort at psychological process and neural mechanism levels.
3
Remaining theoretical challenges and potential applications include understanding causes of failures to exert required mental effort and possible solutions.
4
The mechanistic basis of why cognitive control limitations produce subjective control costs is currently unclear and a central question.
5
The review examines both limitations on exerting mental effort and mechanisms for managing limited cognitive resources to allocate effort.

Mental effort (the cognitive resource/process of exerting control)

Mechanistic and rational bases of mental effort: limitations on cognitive control, neural and psychological mechanisms producing control costs, and allocation/management of limited cognitive resources

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2017-04-04
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Authors
Matthew Botvinick
Thomas L. Griffiths
Falk Lieder
Jonathan D. Cohen
Sebastian Musslick
Amitai Shenhav
Wouter Kool
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