Predicting human decision making in psychological tasks with recurrent neural networks

Baihan Lin; Djallel Bouneffouf; Guillermo Cecchi

doi:10.1371/journal.pone.0267907

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Open Access

Peer-reviewed

Research Article

Predicting human decision making in psychological tasks with recurrent neural networks

Baihan Lin ,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: baihan.lin@columbia.edu

Affiliations Department of Systems Biology, Columbia University, New York, NY, United States of America, Department of Neuroscience, Columbia University, New York, NY, United States of America, Department of Psychology, Columbia University, New York, NY, United States of America

https://orcid.org/0000-0002-7979-5509

⨯
Djallel Bouneffouf,

Roles Conceptualization, Methodology, Project administration, Resources, Writing – review & editing

Affiliation Department of Artificial Intelligence Foundations, IBM Thomas J. Watson Research Center, Yorktown Heights, NY, United States of America
⨯
Guillermo Cecchi

Roles Conceptualization, Methodology, Project administration, Resources, Supervision, Writing – review & editing

Affiliation Department of Healthcare and Life Sciences, IBM Thomas J. Watson Research Center, Yorktown Heights, NY, United States of America
⨯

Predicting human decision making in psychological tasks with recurrent neural networks

Baihan Lin,
Djallel Bouneffouf,
Guillermo Cecchi

Published: May 31, 2022
https://doi.org/10.1371/journal.pone.0267907

About the Authors

Baihan Lin

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: baihan.lin@columbia.edu

Affiliations Department of Systems Biology, Columbia University, New York, NY, United States of America, Department of Neuroscience, Columbia University, New York, NY, United States of America, Department of Psychology, Columbia University, New York, NY, United States of America

https://orcid.org/0000-0002-7979-5509

Djallel Bouneffouf

Roles Conceptualization, Methodology, Project administration, Resources, Writing – review & editing

Affiliation Department of Artificial Intelligence Foundations, IBM Thomas J. Watson Research Center, Yorktown Heights, NY, United States of America

Guillermo Cecchi

Roles Conceptualization, Methodology, Project administration, Resources, Supervision, Writing – review & editing

Affiliation Department of Healthcare and Life Sciences, IBM Thomas J. Watson Research Center, Yorktown Heights, NY, United States of America

Competing Interests

The authors have declared that no competing interests exist.

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Prisoner's dilemma
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Gambling
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Neural networks
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Forecasting
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Game theory
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Decision making
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Recurrent neural networks
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Human learning
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