Goal-directed navigation in humans and deep reinforcement learning agents relies on an adaptive mix of vector-based and transition-based strategies

• Denis C. L. Lan ,

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

  * E-mail: denis.lan@psy.ox.ac.uk

  Affiliation Department of Experimental Psychology, Medical Sciences Division, University of Oxford, Oxford, United Kingdom

  https://orcid.org/0000-0003-3461-2614

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• Laurence T. Hunt ,

  Contributed equally to this work with: Laurence T. Hunt, Christopher Summerfield

  Roles Conceptualization, Methodology, Supervision, Validation, Writing – review & editing

  Affiliation Department of Experimental Psychology, Medical Sciences Division, University of Oxford, Oxford, United Kingdom

  ⨯
• Christopher Summerfield

  Contributed equally to this work with: Laurence T. Hunt, Christopher Summerfield

  Roles Conceptualization, Funding acquisition, Methodology, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliation Department of Experimental Psychology, Medical Sciences Division, University of Oxford, Oxford, United Kingdom

  ⨯