Mateus Joffily
Présentation
Mon travail concerne le développement de modèles computationnels de prise de décision et des émotions, ainsi que le développement d’outils en informatique pour le traitement de données physiologiques (e.g. imagerie cérébrale, conductance de la peau, fréquence cardiaque). Récemment, j’ai éprouvé un intérêt particulier pour les modèles Bayésien du fonctionnement cérébral et le principe de la free-energy en neurosciences.
Publications
Publications
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A Diffusion Model-Based Approach to Active Inference2024 IEEE International Conference on Future of Machine Learning and Data Science (FMLDS 2024), IEEE, Nov 2024, Sydney, Australia |
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Incentivizing Exploration With Causal Curiosity as Intrinsic MotivationIntrinsically Motivated Open-ended Learning workshop at NeurIPS 2024, Dec 2024, Vancouver, Canada |
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Endowing the Machine with Active Inference: A Generic Framework to Implement Adaptive BCINeuroAdaptive Technology Conference '17, Jul 2017, Berlin, Germany |
Decision confidence : beliefs, precision and valueUniversity of Trento, Center for Mind/Brain Sciences, Jul 2016, Trente, Italy |
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The emergence of emotional valence under active inferenceFree Energy Workshop 2015, Mar 2015, Londres, United Kingdom |
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Emotional valence and the free-energy principle4ème conférence de l'ASFEE (Association Française d'Economie Expérimentale), Lyon, 20-21 juin 2013, Jun 2013, Lyon, France |
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Emotions and sanctionsAssociation Française de Sciences Economiques, Paris, 10-11 septembre, 2009, Paris, France |
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The Physionomics of Tax EvasionJournées de l'Association Française de Science Economique (AFSE), May 2007, Lyon, France |
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The Physionomics of Tax EvasionThe Economic Science Association World Meeting 2007, Jun 2007, Roma, Italy |
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The Physionomics of Tax Evasion47th Annual Meeting of the Society for Psychological Research, Oct 2007, Savannah, Georgia, United States |
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Active Inference for Adaptive BCI: application to the P300 SpellerInternational BCI meeting, May 2018, Asilomar, United States. , 2018 |
The effect of ex-post information in choice under ambiguityFinancial Education and Risk Literacy, Edward Elgar Publishing, pp.262-271, 2021, ⟨10.4337/9781789908855.00024⟩ |
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Active inference and emotionAndrew Fox, Regina Lapate, Alexander Shackman, and Richard Davidson (eds). The Nature of Emotion. Fundamental Questions. Second edition, Oxford University Press, pp. 28-33, 2018, 9780190612573 |
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Cognitive-based emotions: theory and evidence from the brainF. Paglieri, L. Tummolini, M. Miceli, R. Falcone (Eds.). The goals of cognition: essays in honor of Cristiano Castelfranchi, College Publications, pp. 203-209, 2012 |
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Emotions, Sanctions and Cooperation2011 |
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Tax Evasion: Cheating Rationally or Deciding Emotionally?2007 |
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A Bayesian approach to the Machina paradox2025 |
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A Bayesian hierarchical model of Ellsberg-type preferences2025 |