Home » Teams » Piros » Mohamed Chetouani
  • Mohamed Chetouani

  • Professeur des Universités
  • Équipe: Piros
  • Bureau: H12
  • Email: chetouani@isir.upmc.fr
  • Telephone:+33-1-44-27-63-08
  • Bio: -Full Professor of Signal Processing and Machine Learning for Human-Machine Interactions, Institut des Systèmes Intelligents et de Robotique (CNRS, UMR 722), Sorbonne Université, Faculty of Science and Engineering - Adjunct Professor at the Speech Therapist Department, Sorbonne Université, Faculty of Medecine - Head of the PIRoS Team at ISIR (Perception, Interaction et Robotique Sociales) (2019-2020) - Scientific Director at Batvoice Technologies - Deputy Director of Laboratory of Excellence SMART Human/Machine/Human Interactions in the Digital Society - Coordinator of the Autonomy Programme of the Sorbonne Université Institute for Engineering in Health - Chair of the Sorbonne Université Ethical Committee (Comité d'Ethique de la Recherche: CER[@]sorbonne-universite.fr) - Member of the Scientific Commitee of CNSA (Caisse Nationale de Solidarité pour l'Autonomie) - Coordinator of the National Living & Learning Lab in Austim (Stratégie Nationale pour l'Autisme au sein des troubles du neurdéveloppement) - Management Board of the International Artificial Intelligence Doctoral Academy (AIDA), European Networks of Excellence in AI (ICT 48 projects) and VISION.

Publications

  • Ahmed Akakzia, Cédric Colas, Pierre-Yves Oudeyer, Mohamed Chetouani, Olivier Sigaud (2021). Grounding Language to Autonomously-Acquired Skills via Goal Generation. ICLR 2021 - Ninth International Conference on Learning Representation
  • Karen Tatarian, Sera Buyukgoz, Marine Chamoux, Aaquib Tabrez, Bradley Hayes, Mohamed Chetouani (2021). 2nd Edition of Solutions for Socially Intelligent HRI in Real-World Scenarios (SSIR-HRI). HRI '21: ACM/IEEE International Conference on Human-Robot Interaction Pages 694-696.
  • Erika Parlato-Oliveira, Catherine Saint-Georges, David Cohen, Hugues Pellerin, Isabella Pereira, Catherine Fouillet, Mohamed Chetouani, Marc Dommergues, Sylvie Viaux-Savelon (2021). “Motherese” Prosody in Fetal-Directed Speech: An Exploratory Study Using Automatic Social Signal Processing. Frontiers in Psychology Vol 12
  • Wafa Johal, Barbara Bruno, Jennifer Olsen, Mohamed Chetouani, Séverin Lemaignan, Anara Sandygulova (2021). Robots for Learning - Learner-Centred Design. HRI '21: ACM/IEEE International Conference on Human-Robot Interaction Pages 715-716.
  • Sebastian WallkÖtter, Silvia Tulli, Ginevra Castellano, Ana Paiva, Mohamed Chetouani (2021). Explainable Embodied Agents Through Social Cues: A Review. ACM Transactions on Human-Robot Interaction
  • Karen Tatarian, Sebastian WallkÖtter, Sera Buyukgoz, Rebecca Stower, Mohamed Chetouani (2021). MobiAxis: An Embodied Learning Task for Teaching Multiplication with a Social Robot.
  • Jauwairia Nasir, Barbara Bruno, Mohamed Chetouani, Pierre Dillenbourg (2021). What if Social Robots Look for Productive Engagement?. International Journal of Social Robotics
  • Cédric Colas, Ahmed Akakzia, Pierre-Yves Oudeyer, Mohamed Chetouani, Olivier Sigaud (2021). Language-Conditioned Goal Generation: a New Approach to Language Grounding in RL.
  • Katarina Pavic, Ali Oker, Mohamed Chetouani, Laurence Chaby (2021). Age-related changes in gaze behaviour during social interaction: An eye-tracking study with an embodied conversational agent. Quarterly Journal of Experimental Psychology Pages 174702182098216.
  • Thomas Gargot, Thibault Asselborn, Ingrid Zammouri, Julie Brunelle, Wafa Johal, Pierre Dillenbourg, Dominique Archambault, Mohamed Chetouani, David Cohen, Salvatore Anzalone (2021). It Is Not the Robot Who Learns, It Is Me." Treating Severe Dysgraphia Using Child-Robot Interaction. Frontiers in Psychiatry Vol 12 Pages 596055.
  • Silvia Tulli, Sebastian WallkÖtter, Ana Paiva, Francisco Melo, Mohamed Chetouani (2020). Learning from Explanations and Demonstrations: A Pilot Study. 2nd Workshop on Interactive Natural Language Technology for Explainable Artificial Intelligence Pages 61-66.
  • Lisa Ouss, Giuseppe Palestra, Catherine Saint-Georges, Marluce Leitgel Gille, Mohamed Afshar, Hugues Pellerin, Kevin Bailly, Mohamed Chetouani, Laurence Robel, Bernard Golse, Rima Nabbout, Isabelle Desguerre, Mariana Guergova-Kuras, David Cohen (2020). Behavior and interaction imaging at 9 months of age predict autism/intellectual disability in high-risk infants with West syndrome. Translational Psychiatry Vol 10 Pages 54.
  • Wail El Bani, Mohamed Chetouani (2020). Touch Recognition with Attentive End-to-End Model. ICMI '20: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION Pages 694-698.
  • Giuseppe Palestra, Consuelo Granata, Isabelle Hupont, Mohamed Chetouani (2020). Technology for Assisting During the Comprehensive Geriatric Assessment Process: The ASSESSTRONIC Project. Advances in Robotics Research: From Lab to Market Pages 229-247.
  • Nadège Bourvis, Aveline Aouidad, Michel Spodenkiewicz, Giuseppe Palestra, Jonathan Aigrain, Axel Baptista, Jean-Jacques Benoliel, Mohamed Chetouani, David Cohen (2020). Adolescents with borderline personality disorder show a higher response to stress but a lack of self-perception: Evidence through affective computing. Progress in Neuro-Psychopharmacology and Biological Psychiatry Pages 110095.
  • Manuel Bied, Mohamed Chetouani (2020). Integrating an Observer in Interactive Reinforcement Learning to Learn Legible Trajectories. 2020 29th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN) Pages 760-767.
  • Catharine Oertel, Ginevra Castellano, Mohamed Chetouani, Jauwairia Nasir, Mohammad Obaid, Catherine Pelachaud, Christopher Peters (2020). Engagement in Human-Agent Interaction: An Overview. Frontiers in Robotics and AI Vol 7 Pages 92.
  • Anis Najar, Olivier Sigaud, Mohamed Chetouani (2020). Interactively shaping robot behaviour with unlabeled human instructions. Autonomous Agents and Multi-Agent Systems Vol 34
  • Manuel Bied, Mohamed Chetouani (2020). Exploring the Difference between Solving and Teaching in Sensorimotor Tasks. HRI '20: ACM/IEEE International Conference on Human-Robot Interaction Pages 139-141.
  • Joost Broekens, Mohamed Chetouani (2020). Towards Transparent Robot Learning through TDRL-based Emotional Expressions. IEEE Transactions on Affective Computing Pages 1-1.
  • Felix Rutard, Olivier Sigaud, Mohamed Chetouani (2020). Tirl: enriching actor-critic RL with non-expert human teachers and a trust model. The 29th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN
  • Vladimir Ferrafiat, Marie Raffin, Elena Freri, Tiziana Granata, Nardo Nardocci, Federica Zibordi, Nicolas Bodeau, Xavier Benarous, Bertrand Olliac, Elise Riquin, Sylvie Viaux, Julien Haroche, Zahir Amoura, Priscille Gérardin, Angèle Consoli, Mohamed Zahoui, Bo Zhou, Frederic Bilan, Xianglong Zhang, Brigitte Gilbert-Dussardier, Sylvie Viaux-Savelon, Reenal Pattni, Steve Ho, Alexander Urban, Pierre Delion, Julien Labreuche, Dominique Deplanque, Alain Duhamel, Céline Lallié, Maud Ravary, Jean-Louis Goëb, François Medjkane, Soizic Gauthier, Salvatore Anzalone, Mohamed Zaoui, Mohamed Chetouani, François Villa, Alain Berthoz, N. Angeard, E. Huerta, M. Gargiulo, L. Servais, B. Eymard, E. Chérot, B. Keren, C. Dubourg, W. Carré, M. Fradin, A. Lavillaureix, A. Afenjar, L. Burglen, S. Whalen, P. Charles, I. Marey, S. Heide, A. Jacquette, D. Heron, D. Doummar, D. Rodriguez, T. Billette de Villemeur, M.-L. Moutard, A. Guët, D. Périsse, F. Demurger, C. Quelin, C. Depienne, S. Odent, C. Nava, V. David, L. Pasquier, C. Mignot, Marianna Giannitelli, Douglas Levinson, David Cohen, Jean Xavier, Claudine Laurent-Levinson (2019). Developmental and symptom profiles in early-onset psychosis. Schizophrenia Research Vol 93 Pages 567-576.
  • Erika Parlato-Oliveira, Mohamed Chetouani, Jean-Maximilien Cadic, Sylvie Viaux, Zeineb Ghattassi, Jean Xavier, Lisa Ouss, Ruth Feldman, Filippo Muratori, David Cohen, Catherine Saint-Georges (2019). The emotional component of Infant Directed-Speech: A cross-cultural study using machine learning. Neuropsychiatrie de l'Enfance et de l'Adolescence
  • Eleonora Ceccaldi, Nale Lehmann-Willenbrock, Erica Volta, Mohamed Chetouani, Gualtiero Volpe, Giovanna Varni (2019). How unitizing affects annotation of cohesion. 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII) Pages 1-7.
  • Alix Pérusseau-Lambert, Margarita Anastassova, Mehdi Boukallel, Mohamed Chetouani, Ouriel Grynszpan (2019). The social Simon effect in the tactile sensory modality: a negative finding. Cognitive Processing Vol 20 Pages 299-307.
  • Cédric Colas, Pierre Fournier, Olivier Sigaud, Mohamed Chetouani, Pierre-Yves Oudeyer (2019). CURIOUS: Intrinsically Motivated Modular Multi-Goal Reinforcement Learning. ICML 2019 - Thirty-sixth International Conference on Machine Learning
  • Isabelle Hupont, Mohamed Chetouani (2019). Region-based facial representation for real-time Action Units intensity detection across datasets. Pattern Analysis and Applications Vol 22 Pages 477-489.
  • Salvatore Maria Anzalone, Lucia Billeci, Antonio Narzisi, Filippo Muratori, Jean Xavier, H. Guedjou, S.M. Anzalone, Sofiane Boucenna, E. Guigon, Mohamed Chetouani, David Cohen (2019). Toward a motor signature in autism: Studies from human-machine interaction. L'Encéphale Vol 45 Pages 182-187.
  • Björn Schuller, Felix Weninger, Yue Zhang, Fabien Ringeval, Anton Batliner, Stefan Steidl, Florian Eyben, Erik Marchi, Alessandro Vinciarelli, Klaus Scherer, Mohamed Chetouani, Marcello Mortillaro (2019). Affective and Behavioural Computing: Lessons Learnt from the First Computational Paralinguistics Challenge. Computer Speech and Language Vol 53 Pages 156-180.
  • Pierre Fournier, Cédric Colas, Mohamed Chetouani, Olivier Sigaud (2019). CLIC: Curriculum Learning and Imitation for object Control in non-rewarding environments. IEEE Transactions on Cognitive and Developmental Systems Pages 1.
  • Angelica Lim, Hiroshi Okuno, Salvatore Maria Anzalone, Sofiane Boucenna, Lucia Billeci, Antonio Narzisi, Filippo Muratori, Mohamed Chetouani, Marie Raffin, Olivier Bonnot, Marianna Giannitelli, Jean Xavier, Nicolas Bodeau, Barbara Bibrac, Monique Leban, Bruno Fautrel, Marie-Line Menard, Angèle Consoli, David Cohen (2018). Hormonal Risk Factors for Osteoporosis: Different Profile Among Antipsychotics. Journal of Child and Adolescent Psychopharmacology Vol 28 Pages 719-726.
  • Victor Paléologue, Jocelyn Martin, Amit Kumar Pandey, Mohamed Chetouani (2018). Semantic-Based Interaction for Teaching Robot Behavior Compositions Using Spoken Language. International Conference on Social Robotics Pages 421-430.
  • Pierre Le Denmat, Thomas Gargot, Mohamed Chetouani, Dominique Archambault, David Cohen, Salvatore Anzalone (2018). The CoWriter robot: improving attention in a learning-by-teaching setup. 5th Italian Workshop on Artificial Intelligence and Robotics A workshop of the XVII International Conference of the Italian Association for Artificial Intelligence (AI*IA 2018)
  • Ayoub Hajlaoui, Mohamed Chetouani, Slim Essid (2018). Multi-task Feature Learning for EEG-based Emotion Recognition Using Group Nonnegative Matrix Factorization. 2018 26th European Signal Processing Conference (EUSIPCO) Pages 91-95.
  • Jean Xavier, Soizic Gauthier, David Cohen, Mohamed Zahoui, Mohamed Chetouani, François Villa, Alain Berthoz, Salvatore Anzalone (2018). Interpersonal Synchronization, Motor Coordination, and Control Are Impaired During a Dynamic Imitation Task in Children With Autism Spectrum Disorder. Frontiers in Psychology Vol 9
  • Maike Paetzel, Ginevra Castellano, Giovanna Varni, Isabelle Hupont, Mohamed Chetouani, Christopher Peters (2018). The Attribution of Emotional State - How Embodiment Features and Social Traits Affect the Perception of an Artificial Agent. 2018 27th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN) Pages 495-502.
  • Alix Pérusseau-Lambert, Margarita Anastassova, Mehdi Boukallel, Mohamed Chetouani, Ouriel Grynszpan (2018). Simon Effect for the Design of Tactile Stimulation. Eurohaptics Pages 69-79.
  • Soizic Gauthier, Salvatore Anzalone, David Cohen, Mohamed Zaoui, Mohamed Chetouani, François Villa, Alain Berthoz, Jean Xavier (2018). Behavioral Own-Body-Transformations in Children and Adolescents With Typical Development, Autism Spectrum Disorder, and Developmental Coordination Disorder. Frontiers in Psychology Vol 9
  • Charline Grossard, Laurence Chaby, Stephanie Hun, Hugues Pellerin, Jérémy Bourgeois, Arnaud Dapogny, Huaxiong Ding, Sylvie Serret, Pierre Foulon, Mohamed Chetouani, Liming Chen, Kevin Bailly, Ouriel Grynszpan, David Cohen (2018). Children Facial Expression Production: Influence of Age, Gender, Emotion Subtype, Elicitation Condition and Culture. Frontiers in Psychology Vol 9
  • Michel Spodenkiewicz, Jonathan Aigrain, Nadège Bourvis, Séverine Dubuisson, Mohamed Chetouani, David Cohen (2018). Distinguish self- and hetero-perceived stress through behavioral imaging and physiological features. Progress in Neuro-Psychopharmacology and Biological Psychiatry Vol 82 Pages 107-114.
  • Salvatore Maria Anzalone, Jean Xavier, Sofiane Boucenna, Lucia Billeci, Antonio Narzisi, Filippo Muratori, David Cohen, Mohamed Chetouani (2018). Quantifying patterns of joint attention during human-robot interactions: An application for autism spectrum disorder assessment. Pattern Recognition Letters
  • Laura Cohen, Mohamed Chetouani, Stéphane Régnier, Sinan Haliyo (2018). A natural interface based on intention prediction for semi-autonomous micromanipulation. Journal on Multimodal User Interfaces Vol 12 Pages 17-30.
  • Nadège Bourvis, Magi Singer, Catherine Saint-Georges, Nicolas Bodeau, Mohamed Chetouani, David Cohen, Ruth Feldman (2018). Pre-linguistic infants employ complex communicative loops to engage mothers in social exchanges and repair interaction ruptures. Royal Society Open Science Vol 5 Pages 170274.
  • Charline Grossard, Giuseppe Palestra, Jean Xavier, Mohamed Chetouani, Ouriel Grynszpan, David Cohen (2018). ICT and autism care. Current Opinion in Psychiatry Vol 31 Pages 474-483.
  • Alix Pérusseau-Lambert, Margarita Anastassova, Mehdi Boukallel, Mohamed Chetouani, Ouriel Grynszpan (2018). Interfaces haptiques et tactiles pour l'autisme: une revue systématique. Enfance- Paris- Vol N�1 Pages 65.
  • Soizic Gauthier, Mohamed Zahoui, François Villa, Alain Berthoz, Salvatore Anzalone, Bo Zhou, Frederic Bilan, Xianglong Zhang, Brigitte Gilbert-Dussardier, Sylvie Viaux-Savelon, Reenal Pattni, Steve Ho, Douglas Levinson, Alexander Urban, Claudine Laurent-Levinson, Charline Grossard, Giuseppe Palestra, Mohamed Chetouani, Ouriel Grynszpan, A. Perrault, L. Chaby, F. Bigouret, A. Oppetit, David Cohen, M. Plaza, Jean Xavier (2018). ICT and autism care. Current Opinion in Psychiatry Vol 31 Pages 474-483.
  • Ida Egmose, Giovanna Varni, Katharina Cordes, Johanne Smith-Nielsen, Mette Skovgaard Væver, Simo Køppe, David Cohen, Mohamed Chetouani (2017). Relations between Automatically Extracted Motion Features and the Quality of Mother-Infant Interactions at 4 and 13 Months. Frontiers in Psychology Vol 8
  • Anne-Lise Jouen, Antonio Narzisi, Jean Xavier, Elodie Tilmont, Nicolas Bodeau, Valentina Bono, Nabila Ketem-Premel, Salvatore Anzalone, Koushik Maharatna, Mohamed Chetouani, Filippo Muratori, David Cohen (2017). GOLIAH (Gaming Open Library for Intervention in Autism at Home): a 6-month single blind matched controlled exploratory study. Child and Adolescent Psychiatry and Mental Health Vol 11
  • Pierre Fournier, Olivier Sigaud, Mohamed Chetouani (2017). Combining artificial curiosity and tutor guidance for environment exploration. Workshop on Behavior Adaptation, Interaction and Learning for Assistive Robotics at IEEE RO-MAN 2017
  • Hakim Guedjou, Sofiane Boucenna, Jean Xavier, David Cohen, Mohamed Chetouani (2017). The influence of individual social traits on robot learning in a human-robot interaction. 2017 26th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN)