Decision-Theoretic Psychiatry

Author:

Huys Quentin J. M.12,Guitart-Masip Marc3,Dolan Raymond J.45,Dayan Peter6

Affiliation:

1. Translational Neuromodeling Unit, Institute of Biomedical Engineering, University of Zürich and Swiss Federal Institute of Technology (ETH) Zürich

2. Department of Psychiatry, Psychotherapy and Psychosomatics, Hospital of Psychiatry, University of Zürich

3. Aging Research Center, Korolinska Institutet

4. Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London

5. Max Planck University College London Centre for Computational Psychiatry and Ageing Research

6. Gatsby Computational Neuroscience Unit, University College London

Abstract

Psychiatric disorders profoundly impair many aspects of decision making. Poor choices have negative consequences in the moment and make it very hard to navigate complex social environments. Computational neuroscience provides normative, neurobiologically informed descriptions of the components of decision making that serve as a platform for a principled exploration of dysfunctions. Here, we identify and discuss three classes of failure modes arising in these formalisms. They stem from abnormalities in the framing of problems or tasks, from the mechanisms of cognition used to solve the tasks, or from the historical data available from the environment.

Publisher

SAGE Publications

Subject

Clinical Psychology

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