The preference for surprise in reinforcement learning underlies the differences in developmental changes in risk preference between autistic and neurotypical youth

These findings indicate that for NTP people, adolescence is a developmental period involving risk preference, possibly due to lower surprise aversion. Conversely, for AUT people, who show opposite developmental change of risk preference, adolescence could be a developmental period involving risk avoidance because of low surprise preference.

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Publication Details

Journal
Molecular Autism
Published
2025-01-16
DOI
https://doi.org/10.1186/s13229-025-00637-5
Citations
1
Primary Topic
Autism Spectrum Disorder Research
Type
article
Field-Weighted Citation Impact
1.43

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article

The preference for surprise in reinforcement learning underlies the differences in developmental changes in risk preference between autistic and neurotypical youth

Kentaro Katahira, Hironori Akechi, Motofumi Sumiya, Atsushi Senju
1 citations
Molecular Autism
Autism Spectrum Disorder Research
1.43
article

The preference for surprise in reinforcement learning underlies the differences in developmental changes in risk preference between autistic and neurotypical youth

Kentaro Katahira, Hironori Akechi, Motofumi Sumiya, Atsushi Senju
article en
1 citations

Abstract

These findings indicate that for NTP people, adolescence is a developmental period involving risk preference, possibly due to lower surprise aversion. Conversely, for AUT people, who show opposite developmental change of risk preference, adolescence could be a developmental period involving risk avoidance because of low surprise preference.

Molecular AutismVol. 16(1)
Kanazawa University (JP), University of Fukui (JP), Hamamatsu University (JP), University of Tsukuba (JP), Chiba University (JP), Hamamatsu University School of Medicine (JP), Kyoto University of Education (JP), National Institute of Advanced Industrial Science and Technology (JP), The University of Osaka (JP)
Japan Society for the Promotion of Science
Openalex Percentile: Top 23%
Autism Spectrum Disorder Research
1.43
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The preference for surprise in reinforcement learning underlies the differences in developmental changes in risk preference between autistic and neurotypical youth — Kentaro Katahira, Hironori Akechi, et al. · Molecular Autism (2025) | TGRS Research Map | TGRS