Disentangling Abstraction from Statistical Pattern Matching in Human and Machine Learning

• Sreejan Kumar ,

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

  * E-mail: sreejank@princeton.edu

  Affiliation Neuroscience Institute, Princeton University, Princeton, New Jersey, United States of America

  https://orcid.org/0000-0003-1769-5147

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• Ishita Dasgupta,

  Roles Data curation, Formal analysis, Investigation, Methodology, Project administration, Writing – original draft, Writing – review & editing

  Affiliation Google DeepMind, London, United Kingdom

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• Nathaniel D. Daw,

  Roles Investigation, Project administration, Resources, Supervision, Writing – review & editing

  Affiliations Neuroscience Institute, Princeton University, Princeton, New Jersey, United States of America, Department of Psychology, Princeton University, Princeton, New Jersey, United States of America

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• Jonathan. D. Cohen,

  Roles Funding acquisition, Investigation, Project administration, Resources, Supervision, Writing – review & editing

  Affiliations Neuroscience Institute, Princeton University, Princeton, New Jersey, United States of America, Department of Psychology, Princeton University, Princeton, New Jersey, United States of America

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• Thomas L. Griffiths

  Roles Conceptualization, Funding acquisition, Investigation, Project administration, Resources, Supervision, Visualization, Writing – review & editing

  Affiliations Department of Psychology, Princeton University, Princeton, New Jersey, United States of America, Department of Computer Science, Princeton University, Princeton, New Jersey, United States of America

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