Rewarding animals based on their subjective percepts is enabled by online Bayesian estimation of perceptual biases

• Yelin Dong ,

  Contributed equally to this work with: Yelin Dong, Gabor Lengyel

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

  Affiliation Department of Brain and Cognitive Sciences & Center for Visual Science, University of Rochester, Rochester, New York, New York, United States of America

  ⨯
• Gabor Lengyel ,

  Contributed equally to this work with: Yelin Dong, Gabor Lengyel

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

  * E-mail: lengyel.gaabor@gmail.com

  Affiliation Department of Brain and Cognitive Sciences & Center for Visual Science, University of Rochester, Rochester, New York, New York, United States of America

  https://orcid.org/0000-0002-1535-3250

  ⨯
• Sabyasachi Shivkumar,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Writing – review & editing

  Affiliations Department of Brain and Cognitive Sciences & Center for Visual Science, University of Rochester, Rochester, New York, New York, United States of America, Zuckerman Institute, Columbia University, New York, New York, United States of America

  ⨯
• Akiyuki Anzai,

  Roles Software

  Affiliation Department of Brain and Cognitive Sciences & Center for Visual Science, University of Rochester, Rochester, New York, New York, United States of America

  ⨯
• Grace F. DiRisio,

  Roles Data curation, Investigation

  Affiliation Department of Brain and Cognitive Sciences & Center for Visual Science, University of Rochester, Rochester, New York, New York, United States of America

  ⨯
• Ralf M. Haefner ,

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

  ¶‡ These authors also contributed equally to this work.

  Affiliation Department of Brain and Cognitive Sciences & Center for Visual Science, University of Rochester, Rochester, New York, New York, United States of America

  ⨯
• Gregory C. DeAngelis

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

  ¶‡ These authors also contributed equally to this work.

  Affiliation Department of Brain and Cognitive Sciences & Center for Visual Science, University of Rochester, Rochester, New York, New York, United States of America

  ⨯