Characterizing information integration in reinforcement learning: a neuro-computational investigation

Project Information

INFORL

Grant agreement ID: 948671

DOI

10.3030/948671

EC signature date 17 February 2021

Start date 1 September 2021

End date 28 February 2027

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost

€ 1 500 000,00

EU contribution

€ 1 500 000,00

Coordinated by

CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
France

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Peer reviewed articles (16)

Large-scale experimental investigation of the reliability of confidence measures

Author(s): Clémentine Bouleau, Maël Lebreton, Nicolas Jacquemet
Published in: Communications Psychology, Issue 3, 2025, ISSN 2731-9121
Publisher: Springer Science and Business Media LLC
DOI: 10.1038/s44271-025-00330-6

Computational analysis, appraised concern-relevance, and the amygdala: The algorithmic value of appraisal processes in emotion

Author(s): Yoann Stussi, David Sander
Published in: Neuroscience & Biobehavioral Reviews, Issue 161, 2025, Page(s) 105676, ISSN 0149-7634
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.neubiorev.2024.105676

Behavioral, computational and self-reported measures of reward and punishment sensitivity as predictors of mental health characteristics

Author(s): Stefano Vrizzi, Anis Najar, Cédric Lemogne, Stefano Palminteri, Mael Lebreton
Published in: Nature Mental Health, Issue 3, 2026, Page(s) 654-666, ISSN 2731-6076
Publisher: Springer Science and Business Media LLC
DOI: 10.1038/s44220-025-00427-1

Editorial: The neurobiological and cognitive underpinnings of appetitive and aversive motivation

Author(s): Francesca Starita, Yoann Stussi, Sara Garofalo, Damiano Terenzi
Published in: Frontiers in Behavioral Neuroscience, Issue 18, 2024, ISSN 1662-5153
Publisher: Frontiers Research Foundation
DOI: 10.3389/fnbeh.2024.1383393

Metacognition and the effect of incentive motivation in two compulsive disorders: gambling disorder and obsessive-compulsive disorder

Author(s): Monja Hoven, Nina S. de Boer, Anna E. Goudriaan, Damiaan Denys, Mael Lebreton, Ruth J. van Holst, Judy Luigjes
Published in: Psychiatry and Clinical Neurosciences, Issue 76, 2026, Page(s) 437 - 449, ISSN 1323-1316
Publisher: Blackwell Publishing Inc.
DOI: 10.1101/2021.09.30.462582

The added value of affective processes for models of human cognition and learning

Author(s): Yoann Stussi, Daniel Dukes, David Sander
Published in: Behavioral and Brain Sciences, Issue 47, 2025, ISSN 1469-1825
Publisher: Cambridge University Press
DOI: 10.31234/osf.io/krng8

Affective and computational determinants of threat extinction biases

Author(s): Yoann Stussi
Published in: Behaviour Research and Therapy, Issue 192, 2025, Page(s) 104804, ISSN 0005-7967
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.brat.2025.104804

The computational roots of positivity and confirmation biases in reinforcement learning

Author(s): Maël Lebreton, Stefano Palminteri
Published in: Trends in Cognitive Sciences, 2022, Page(s) 607 - 621, ISSN 1364-6613
Publisher: Elsevier BV
DOI: 10.1016/j.tics.2022.04.005

Linking confidence biases to reinforcement-learning processes

Author(s): Nahuel Salem-Garcia, Stefano Palminteri, Maël Lebreton
Published in: Psychological Review, 2023, ISSN 0033-295X
Publisher: American Psychological Association
DOI: 10.1037/rev0000424

Neural and computational underpinnings of biased confidence in human reinforcement learning.

Author(s): Chih-Chung Ting, Nahuel Salem-Garcia, Stefano Palminteri, Jan B. Engelmann & Mael Lebreton
Published in: Nature Communications, 2023, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-023-42589-5

Behavioral and computational signatures of reinforcement learning and confidence biases in gambling disorder

Author(s): Monja Hoven, Mael Lebreton, Ruth J. van Holst
Published in: Journal of Behavioral Addictions, Issue 14, 2026, Page(s) 982-996, ISSN 2062-5871
Publisher: Akademiai Kiado
DOI: 10.1556/2006.2025.00046

Context-dependent outcome encoding in human reinforcement learningContext-dependent outcome encoding in human reinforcement learning

Author(s): Maël Lebreton, Stefano Palminteri
Published in: Current Opinion in Behavioral Sciences, 2021, Page(s) 144-151, ISSN 2352-1546
Publisher: Elsevier Limited
DOI: 10.1016/j.cobeha.2021.06.006

Letter to the Editor: Stimulus intensities and sensory modalities constitute two major challenges for online threat conditioning research

Author(s): Yoann Stussi, Géraldine Coppin
Published in: Biological Psychology, Issue 190, 2024, Page(s) 108805, ISSN 0301-0511
Publisher: Elsevier BV
DOI: 10.1016/j.biopsycho.2024.108805

Differential influence of habit components on compulsive and problematic reward-seeking behavior

Author(s): Lavinia Wuensch, Yoann Stussi, Théo Vernede, Ryan Murray, David Sander, Julie Péron, eva pool
Published in: PLOS Ment Health, Issue 2(5), 2024, ISSN 2837-8156
Publisher: Public Library of Science (PLOS)
DOI: 10.31234/osf.io/jr6m4

Learning rules of engagement for social exchange within and between groups

Author(s): Michael Rojek-Giffin, Maël Lebreton, Jean Daunizeau, Andrea Fariña, Jörg Gross, Carsten K. W. De Dreu
Published in: Proceedings of the National Academy of Sciences, Issue 120, 2023, ISSN 0027-8424
Publisher: National Academy of Sciences
DOI: 10.1073/pnas.2218443120

Experiential values are underweighted in decisions involving symbolic options

Author(s): Basile Garcia, Maël Lebreton, Sacha Bourgeois-Gironde, Stefano Palminteri
Published in: Nature Human Behaviour, Issue 7, 2023, Page(s) 611-626, ISSN 2397-3374
Publisher: Springer Science and Business Media LLC
DOI: 10.1038/s41562-022-01496-3