Nucleus accumbens dopamine release reflects Bayesian inference during instrumental learning

• Albert J. Qü ,

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

  * E-mail: albert_qu@berkeley.edu

  Affiliations Department of Psychology, University of California, Berkeley, Berkeley, California, United States of America, Center for Computational Biology, University of California, Berkeley, Berkeley, California, United States of America

  https://orcid.org/0000-0002-2548-2750

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• Lung-Hao Tai,

  Roles Data curation, Investigation, Methodology, Resources, Validation, Writing – review & editing

  Affiliation Helen Wills Neuroscience Institute, University of California, Berkeley, Berkeley, California, United States of America

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• Christopher D. Hall,

  Roles Conceptualization, Investigation, Methodology, Project administration, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Sainsbury Welcome Centre for Neural Circuits and Behaviour, University College London, London, United Kingdom

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• Emilie M. Tu,

  Roles Data curation, Investigation, Writing – original draft

  Affiliation Department of Neurobiology, Harvard Medical School, Boston, Massachusetts, United States of America

  https://orcid.org/0009-0001-6991-6805

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• Maria K. Eckstein,

  Roles Methodology, Visualization, Writing – review & editing

  Affiliation Google DeepMind, London, United Kingdom

  https://orcid.org/0000-0002-0330-9367

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• Karyna Mishchanchuk,

  Roles Conceptualization, Validation, Visualization, Writing – review & editing

  Affiliations Sainsbury Welcome Centre for Neural Circuits and Behaviour, University College London, London, United Kingdom, Department of Neuroscience, Physiology and Pharmacology, University College London, London, United Kingdom

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• Wan Chen Lin,

  Roles Methodology, Visualization, Writing – review & editing

  Affiliation Helen Wills Neuroscience Institute, University of California, Berkeley, Berkeley, California, United States of America

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• Juliana B. Chase,

  Roles Data curation

  Affiliation Department of Psychology, University of California, Berkeley, Berkeley, California, United States of America

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• Andrew F. MacAskill,

  Roles Conceptualization, Validation, Visualization, Writing – review & editing

  Affiliation Department of Neuroscience, Physiology and Pharmacology, University College London, London, United Kingdom

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• Anne G. E. Collins,

  Roles Conceptualization, Methodology, Visualization, Writing – review & editing

  Affiliations Department of Psychology, University of California, Berkeley, Berkeley, California, United States of America, Helen Wills Neuroscience Institute, University of California, Berkeley, Berkeley, California, United States of America

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• Samuel J. Gershman,

  Roles Conceptualization, Formal analysis, Funding acquisition, Methodology, Project administration, Software, Supervision, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Department of Psychology and Center for Brain Science, Harvard University, Cambridge, Massachusetts, United States of America, Center for Brains, Minds, and Machines, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America

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• Linda Wilbrecht

  Roles Conceptualization, Funding acquisition, Methodology, Project administration, Resources, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Department of Psychology, University of California, Berkeley, Berkeley, California, United States of America, Helen Wills Neuroscience Institute, University of California, Berkeley, Berkeley, California, United States of America

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