- Vaynee Sungeelee, Antoine Loriette, Olivier Sigaud, Baptiste Caramiaux. Co-Apprentissage Humain-Machine: Cas d'Étude en Acquisition de Compétences Motrices. 34ème conférence Francophone sur l'Interaction Humain-Machine, Apr 2023, Troyes, France. ⟨hal-03992717⟩
- Vaynee Sungeelee, Antoine Loriette, Olivier Sigaud, Baptiste Caramiaux. Co-Apprentissage Humain-Machine : Cas d’Étude en Acquisition de Compétences Motrices. 2023. ⟨hal-04014981⟩
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Matan Yah Ben Zion, Jeremy Fersula, Nicolas Bredeche, Olivier Dauchot. Morphological computation and decentralized learning in a swarm of sterically interacting robots. Science Robotics, 2023, 8 (75), ⟨10.1126/scirobotics.abo6140⟩. ⟨hal-03840764⟩
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Kamel-Eddine Harabi, Tifenn Hirtzlin, Clément Turck, Elisa Vianello, Raphaël Laurent, et al.. A Memristor-Based Bayesian Machine. Nature Electronics, 2023, 6, pp.52. ⟨10.1038/s41928-022-00886-9⟩. ⟨hal-03861134⟩
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Stephane Doncieux, Raja Chatila, Sirko Straube, Frank Kirchner. Human-centered AI and robotics. AI Perspectives, 2022, 4 (1), pp.14. ⟨10.1186/s42467-021-00014-x⟩. ⟨hal-03992545⟩
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- Thomas Carta, Sylvain Lamprier, Pierre-Yves Oudeyer, Olivier Sigaud. EAGER: Asking and Answering Questions for Automatic Reward Shaping in Language-guided RL. NeurIPS 2022 - Thirty-sixth Conference on Neural Information Processing Systems, Nov 2022, Nouvelle-Orléans, United States. ⟨hal-03902423⟩
- Hugo Caselles-Dupré, Olivier Sigaud, Mohamed Chetouani. Pragmatically Learning from Pedagogical Demonstrations in Multi-Goal Environments. Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022), Nov 2022, New Orleans, United States. ⟨hal-03828002⟩
- Rémi Dromnelle, Erwan Renaudo, Mohamed Chetouani, Petros Maragos, Raja Chatila, et al.. Reducing computational cost during robot navigation and human-robot interaction with a human-inspired reinforcement learning architecture. International Journal of Social Robotics, 2022, ⟨10.1007/s12369-022-00942-6⟩. ⟨hal-03829879⟩
- Jean Liénard, Lise Aubin, Ignasi Cos, Benoît Girard. Beta-Band Oscillations without Pathways: the opposing Roles of D2 and D5 Receptors in the basal ganglia. 2022. ⟨hal-03829812⟩
- Aloïs Pourchot, Kevin Bailly, Alexis Ducarouge, Olivier Sigaud. Neural Architecture Search for Fracture Classification. 29th IEEE International Conference on Image Processing (ICIP 2022), Oct 2022, Bordeaux, France. ⟨hal-03753702⟩
- Erwan Renaudo, Philipp Zech, Raja Chatila, Mehdi Khamassi. Editorial: Computational Models of Affordance for Robotics. Frontiers in Neurorobotics, 2022, 16, pp.1045355. ⟨10.3389/fnbot.2022.1045355⟩. ⟨hal-03782365⟩
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Mehdi Khamassi, Jean-Gabriel Ganascia. L'IA hier et demain. Audition de Jean-Gabriel Ganascia. n°3, 2022. ⟨hal-03852201⟩
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- Loïc Goasguen, Jean-Merwan Godon, Sylvain Argentieri. From State Transitions to Sensory Regularity: Structuring Uninterpreted Sensory Signals from Naive Sensorimotor Experiences. 2022. ⟨hal-03537409v3⟩
- Leo Cazenille, Nicolas Bredeche, José Halloy. Automated optimization of multilevel models of collective behaviour: application to mixed society of animals and robots. Bioinspiration and Biomimetics, 2022, 17 (5), pp.055002. ⟨10.1088/1748-3190/ac7fd1⟩. ⟨hal-03842222⟩
- Aloïs Pourchot, Kévin Bailly, Alexis Ducarouge, Olivier Sigaud. An extensive appraisal of weight-sharing on the NAS-Bench-101 benchmark. Neurocomputing, 2022, 498, pp.28-42. ⟨10.1016/j.neucom.2022.04.108⟩. ⟨hal-03706214⟩
- Cédric Colas, Tristan Karch, Olivier Sigaud, Pierre-Yves Oudeyer. Autotelic Agents with Intrinsically Motivated Goal-Conditioned Reinforcement Learning: A Short Survey. Journal of Artificial Intelligence Research, 2022. ⟨hal-03901771⟩
- Elisa Massi, Jeanne Barthélemy, Juliane Mailly, Rémi Dromnelle, Julien Canitrot, et al.. Model-Based and Model-Free Replay Mechanisms for Reinforcement Learning in Neurorobotics. Frontiers in Neurorobotics, 2022, 16, pp.864380. ⟨10.3389/fnbot.2022.864380⟩. ⟨hal-03703727⟩
- Jean-Luc Schwartz, Marie-Lou Barnaud, Pierre Bessière, Marc-Antoine Georges, Raphaël Laurent, et al.. COSMO : un modèle bayésien des fondements sensorimoteurs de la perception et de la production de la parole. JEP 2022 - 34e Journées d'Études sur la Parole, Jun 2022, Noirmoutier-en-l'Ile, France. ⟨hal-03864188⟩
- Thomas Misiek, Mehdi Khamassi. [Re] A general model of hippocampal and dorsal striatal learning and decision making. ReScience C, 2022, 8 (1), pp.#4. ⟨10.5281/zenodo.6573684⟩. ⟨hal-03676469⟩
- Aurélien Morel, Yakumo Kunimoto, Alex Coninx, Stéphane Doncieux. Automatic Acquisition of a Repertoire of Diverse Grasping Trajectories through Behavior Shaping and Novelty Search. IEEE International Conference on Robotics and Automation 2022, IEEE, May 2022, Philadelphia, United States. ⟨hal-03625864⟩
- Paris Oikonomou, Athanasios Dometios, Mehdi Khamassi, Costas Tzafestas. Reproduction of Human Demonstrations with a Soft-Robotic Arm based on a Library of Learned Probabilistic Movement Primitives. 2022 IEEE International Conference on Robotics and Automation (ICRA 2022), May 2022, Philadelphia, PA, United States. ⟨hal-03593923⟩
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Léni Le Goff, Oussama Yaakoubi, Alexandre Coninx, Stéphane Doncieux. Building an Affordances Map With Interactive Perception. Frontiers in Neurorobotics, 2022, 16, pp.17. ⟨10.3389/fnbot.2022.504459⟩. ⟨hal-03992611⟩
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Achkan Salehi, Alexandre Coninx, Stephane Doncieux. Few-shot Quality-Diversity Optimization. IEEE Robotics and Automation Letters, In press, 7 (2), pp.1-10. ⟨10.1109/LRA.2022.3148438⟩. ⟨hal-03569179⟩
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- Gilles Bailly, Mehdi Khamassi, Benoît Girard. Computational Model of the Transition from Novice to Expert Interaction Techniques. ACM Transactions on Computer-Human Interaction, 2022, ⟨10.1145/3505557⟩. ⟨hal-03537963⟩
- Nicolas Bredeche, Nicolas Fontbonne. Social learning in swarm robotics. Philosophical Transactions of the Royal Society B: Biological Sciences, 2022, 377 (1843), pp.20200309. ⟨10.1098/rstb.2020.0309⟩. ⟨hal-03500739⟩
- Paul Ecoffet, Nicolas Fontbonne, Jean-Baptiste André, Nicolas Bredeche. Policy Search with Rare Significant Events: Choosing the Right Partner to Cooperate with. PLoS ONE, 2022, PLoS ONE, 17 (4), pp.e0266841. ⟨10.1371/journal.pone.0266841⟩. ⟨hal-03315730⟩
- Mélicia Caux, Anis Achit, Kethsovann Var, Gabriel Boitel-Aullen, Daniel Rose, et al.. PassStat, a simple but fast, precise and versatile open source potentiostat. HardwareX, 2022, 11, pp.e00290. ⟨10.1016/j.ohx.2022.e00290⟩. ⟨hal-03605561⟩
- Freek Stulp, Michael Spranger, Kim Listmann, Stephane Doncieux, Moritz Tenorth, et al.. Innovation Paths for Machine Learning in Robotics [Industry Activities]. IEEE Robotics and Automation Magazine, 2022, 29 (4), pp.141-144. ⟨10.1109/MRA.2022.3213205⟩. ⟨hal-03992530⟩
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Achkan Salehi, Alexandre Coninx, Stephane Doncieux. Geodesics, Non-linearities and the Archive of Novelty Search. GECCO '22: Genetic and Evolutionary Computation Conference, Jul 2022, Boston Massachusetts, United States. pp.156-159, ⟨10.1145/3520304.3528944⟩. ⟨hal-03661188⟩
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- Marija Jegorova, Stephane Doncieux, Timothy Hospedales. Behavioral Repertoire via Generative Adversarial Policy Networks. IEEE Transactions on Cognitive and Developmental Systems, 2022, 14 (4), pp.1344-1355. ⟨10.1109/TCDS.2020.3008574⟩. ⟨hal-03992639⟩
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Neema Moin Afshar, François Cinotti, David A. Martin, Mehdi Khamassi, Donna J Calu, et al.. Reward-mediated, model-free reinforcement-learning mechanisms in Pavlovian and instrumental tasks are related. Journal of Neuroscience, 2022, 43 (3), pp.458-471. ⟨10.1523/JNEUROSCI.1113-22.2022⟩. ⟨hal-03800432⟩
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- Thomas Pierrot, Valentin Macé, Felix Chalumeau, Arthur Flajolet, Geoffrey Cideron, et al.. DIVERSITY POLICY GRADIENT FOR SAMPLE EFFI-CIENT QUALITY-DIVERSITY OPTIMIZATION. Workshop on Agent Learning in Open-Endedness (ALOE) at ICLR 2022, 2022, virtual, Vatican City. ⟨hal-03753541⟩
- Cyril Monier, Mehdi Khamassi. Liberté & Cognition. Une autre voie est possible. Intellectica - La revue de l’Association pour la Recherche sur les sciences de la Cognition (ARCo), 2021, pp.7-32. ⟨hal-03656536⟩
- Mehdi Khamassi, Jean Lorenceau. Inscription corporelle des dynamiques cognitives et leur impact sur la liberté de l’humain en société. Intellectica - La revue de l’Association pour la Recherche sur les sciences de la Cognition (ARCo), 2021, 75, pp.33-72. ⟨hal-03656562⟩
- Paris Oikonomou, Athanasios Dometios, Mehdi Khamassi, Costas S Tzafestas. Task Driven Skill Learning in a Soft-Robotic Arm. 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), IEEE, Sep 2021, Prague, Czech Republic. ⟨hal-03275472v2⟩
- Alizée Lopez-Persem, Mehdi Khamassi. Décision et action. Khamassi, M. (Ed.) Neurosciences cognitives, 2021. ⟨hal-03411266⟩
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Mehdi Khamassi (Dir.). Neurosciences cognitives. Éditions de Boeck Supérieur, 2021. ⟨hal-03411280⟩
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- Anne Collins, Mehdi Khamassi. Initiation à la modélisation computationnelle. Khamassi, M. (Ed.) Neurosciences cognitives, 2021. ⟨hal-03411274⟩
- Astrid Merckling. Unsupervised Pretraining of State Representations in a Rewardless Environment. Machine Learning [cs.LG]. ISIR, Université Pierre et Marie Curie UMR CNRS 7222, 2021. English. ⟨NNT : ⟩. ⟨tel-03562230⟩
- Lea Roumazeilles, Matthias Schurz, Mathilde Lojkiewiez, Lennart Verhagen, Urs Schüffelgen, et al.. Social prediction modulates activity of macaque superior temporal cortex. Science Advances , 2021, 7 (38). ⟨hal-03346442⟩
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Alexandre Chenu, Nicolas Perrin-Gilbert, Stéphane Doncieux, Olivier Sigaud. Selection-Expansion: A Unifying Framework for Motion-Planning and Diversity Search Algorithms. 30th International Conference on Artificial Neural Networks - ICANN 2021, Sep 2021, Bratislava, Slovakia. pp.568-579, ⟨10.1007/978-3-030-86380-7_46⟩. ⟨hal-03404366⟩
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Thomas Pierrot, Nicolas Perrin-Gilbert, Olivier Sigaud. First-Order and Second-Order Variants of the Gradient Descent in a Unified Framework. 30th International Conference on Artificial Neural Networks - ICANN 2021, Sep 2021, Bratislava, Slovakia. pp.197-208, ⟨10.1007/978-3-030-86340-1_16⟩. ⟨hal-03404369⟩
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- Giuseppe Paolo, Alexandre Coninx, Stéphane Doncieux, Alban Laflaquière. Sparse Reward Exploration via Novelty Search and Emitters. The Genetic and Evolutionary Computation Conference 2021 (GECCO 2021), Jul 2021, Lille, France. ⟨10.1145/3449639.3459314⟩. ⟨hal-03200022⟩
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Salehi Achkan, Alexandre Coninx, Stephane Doncieux. BR-NS: an Archive-less Approach to Novelty Search. The Genetic and Evolutionary Computation Conference, Jul 2021, Lille, France. pp.172-179, ⟨10.1145/3449639.3459303⟩. ⟨hal-03344296⟩
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- I Rañó, Mehdi Khamassi, K Wong-Lin. Stability Analysis of Bio-inspired Source Seeking with Noisy Sensors. 2021 European Control Conference (ECC), Jul 2021, Kongens Lyngby, Denmark. ⟨hal-03277526⟩
- Rémi Dromnelle. Architecture cognitive générique pour la coordination de stratégies d'apprentissage en robotique. Réseau de neurones [cs.NE]. Sorbonne Université, 2021. Français. ⟨NNT : 2021SORUS039⟩. ⟨tel-03681701⟩
- Nelson de Moura. Governing Automated Vehicle Behavior. Computer Science [cs]. Sorbonne Universites, UPMC University of Paris 6, 2021. English. ⟨NNT : ⟩. ⟨tel-03680555⟩
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Raja Chatila, Mohamed Chetouani, Renaud Debailly, Karën Fort, Ferdinand Dhombres, et al.. L’éthique de la recherche en temps de pandémie : un retour d’expérience. Pierre-Marie Chauvin et Annick Clement. Sorbonnavirus - Regards sur la crise du coronavirus, 2021. ⟨hal-03237653⟩
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Natalia Díaz-Rodríguez, Rūta Binkytė-Sadauskienė, Wafae Bakkali, Sannidhi Bookseller, Paola Tubaro, et al.. Questioning causality on sex, gender and COVID-19, and identifying bias in large-scale data-driven analyses: the Bias Priority Recommendations and Bias Catalog for Pandemics. 2021. ⟨hal-03228983⟩
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- Ahmed Akakzia, Cédric Colas, Pierre-Yves Oudeyer, Mohamed Chetouani, Olivier Sigaud. Grounding Language to Autonomously-Acquired Skills via Goal Generation. ICLR 2021 - Ninth International Conference on Learning Representation, May 2021, Vienna / Virtual, Austria. ⟨hal-03121146⟩
