Learning to use past evidence in a sophisticated world model

• Sanjeevan Ahilan ,

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

  * E-mail: ahilan@gatsby.ucl.ac.uk

  Affiliation Gatsby Computational Neuroscience Unit, University College London, London, United Kingdom

  http://orcid.org/0000-0002-5414-7847

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• Rebecca B. Solomon,

  Roles Funding acquisition, Investigation, Methodology

  Affiliation Center for Studies in Behavioral Neurobiology, Concordia University, Montreal, Canada

  http://orcid.org/0000-0001-5398-4793

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• Yannick-André Breton,

  Roles Conceptualization, Investigation, Writing – review & editing

  Affiliation Center for Studies in Behavioral Neurobiology, Concordia University, Montreal, Canada

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• Kent Conover,

  Roles Data curation, Methodology, Software

  Affiliation Center for Studies in Behavioral Neurobiology, Concordia University, Montreal, Canada

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• Ritwik K. Niyogi,

  Roles Conceptualization, Writing – review & editing

  Affiliation Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom

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• Peter Shizgal,

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

  Affiliation Center for Studies in Behavioral Neurobiology, Concordia University, Montreal, Canada

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• Peter Dayan

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

  Affiliations Gatsby Computational Neuroscience Unit, University College London, London, United Kingdom, Max Planck Institute for Biological Cybernetics, Tübingen, Germany

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