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Slower Learning Rates from Negative Outcomes in Substance Use Disorder over a 1-Year Period and Their Potential Predictive Utility Cover

Slower Learning Rates from Negative Outcomes in Substance Use Disorder over a 1-Year Period and Their Potential Predictive Utility

Computational Psychiatry
Volume 6 (2022): Issue 1
By: Ryan Smith,  Samuel Taylor,  Jennifer L. Stewart,  Salvador M. Guinjoan,  Maria Ironside,  Namik Kirlic,  Hamed Ekhtiari,  Evan J. White,  Haixia Zheng,  Rayus Kuplicki,  Tulsa 1000 Investigators and  Martin P. Paulus  
Open Access
|Jun 2022

Authors

Ryan Smith

rsmith@laureateinstitute.org

Laureate Institute for Brain Research, Tulsa, OK

Samuel Taylor

staylor@laureateinstitute.org

Laureate Institute for Brain Research, Tulsa, OK

Jennifer L. Stewart

jstewart@laureateinstitute.org

Laureate Institute for Brain Research, Tulsa, OK; Department of Community Medicine, University of Tulsa, Tulsa, OK

Salvador M. Guinjoan

SGuinjoan@laureateinstitute.org

Laureate Institute for Brain Research, Tulsa, OK

Maria Ironside

mironside@laureateinstitute.org

Laureate Institute for Brain Research, Tulsa, OK

Namik Kirlic

nkirlic@laureateinstitute.org

Laureate Institute for Brain Research, Tulsa, OK

Hamed Ekhtiari

hekhtiari@laureateinstitute.org

Laureate Institute for Brain Research, Tulsa, OK

Evan J. White

EWhite@laureateinstitute.org

Laureate Institute for Brain Research, Tulsa, OK

Haixia Zheng

HZheng@laureateinstitute.org

Laureate Institute for Brain Research, Tulsa, OK

Rayus Kuplicki

rkuplicki@laureateinstitute.org

Laureate Institute for Brain Research, Tulsa, OK

Tulsa 1000 Investigators

cmccallum@laureateinstitute.org

Laureate Institute for Brain Research, Tulsa, OK

Martin P. Paulus

mpaulus@laureateinstitute.org

Laureate Institute for Brain Research, Tulsa, OK
DOI: https://doi.org/10.5334/cpsy.85 | Journal eISSN: 2379-6227
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Language: English
Submitted on: Oct 27, 2021
Accepted on: Apr 27, 2022
Published on: Jun 8, 2022
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year
Keywords:
Substance Use Disorders,
Computational Modeling,
Active Inference,
Learning Rate,
Explore-Exploit Dilemma,
Directed Exploration

© 2022 Ryan Smith, Samuel Taylor, Jennifer L. Stewart, Salvador M. Guinjoan, Maria Ironside, Namik Kirlic, Hamed Ekhtiari, Evan J. White, Haixia Zheng, Rayus Kuplicki, Tulsa 1000 Investigators, Martin P. Paulus, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.

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