Clément Moulin-Frier
Publications
Publications
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Complex System Exploration with Interactive Human GuidanceWIVACE 2025 - XIX International Workshop on Artificial Life and Evolutionary Computation, Sep 2025, Siena, Italy |
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Exploring Flow-Lenia Universes with a Curiosity-driven AI Scientist: Discovering Diverse Ecosystem DynamicsALIFE 2025 - Conference on Artificial Life, Oct 2025, Kyoto / Virtual, Japan. pp.68, ⟨10.1162/ISAL.a.896⟩ |
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Expedition & Expansion: Leveraging Semantic Representations for Goal-Directed Exploration in Continuous Cellular AutomataALIFE 2025 - Conference on Artificial Life, Oct 2025, Kyoto, Japan |
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Software Engineering Agents for Embodied Controller Generation : A Study in Minigrid EnvironmentsNeurIPS 2025 Efficient Reasoning Workshop, Dec 2025, San Diego (CA), United States |
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Discovering and Controlling Diverse Self-Organised Patterns in Cellular Automata Using Autotelic Reinforcement LearningAlife 2025 - Conference on Artificial Life, Oct 2025, Kyoto, Japan |
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When LLMs Play the Telephone Game: Cultural Attractors as Conceptual Tools to Evaluate LLMs in Multi-turn SettingsThe Thirteenth International Conference on Learning Representations (ICLR 2025), Apr 2025, Singapour, Singapore |
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Emergent kin selection of altruistic feeding via non-episodic neuroevolutionInternational Conference on the Applications of Evolutionary Computation (Part of EvoStar), 2025, Trieste, Italy |
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Evolving Reservoirs for Meta Reinforcement LearningInternational Conference on the Applications of Evolutionary Computation (Part of EvoStar), Apr 2024, Aberystwyth, United Kingdom. pp.36-60, ⟨10.1007/978-3-031-56855-8_3⟩ |
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Collective Innovation in Groups of Large Language ModelsALIFE 2024 - The Conference on Artificial Life, Jul 2024, Copenhagen, Denmark. ⟨10.1162/isal_a_00730⟩ |
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Dynamics of niche construction in adaptable populations evolving in diverse environmentsALIFE 2023 - The 2023 Conference on Artificial Life, Jul 2023, Sapporo, Japan. ⟨10.1162/isal_a_00668⟩ |
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Emergence of Collective Open-Ended Exploration from Decentralized Meta-Reinforcement LearningALOE 2023 - Agent Learning in Open-Endedness workshop at NeurIPS 2023, Dec 2023, New Orleans, United States |
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SBMLTOODEJAX: Efficient Simulation and Optimization of Biological Network Models in JAXNeurIPS 2023 - AI4Science Workshop, Dec 2023, New Orleans (LA), France |
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Eco-evolutionary Dynamics of Non-episodic Neuroevolution in Large Multi-agent EnvironmentsGECCO '23 Companion - Companion Conference on Genetic and Evolutionary Computation, Jul 2023, Lisbon Portugal, France. pp.143-146, ⟨10.1145/3583133.3590703⟩ |
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Flow-Lenia: Towards open-ended evolution in cellular automata through mass conservation and parameter localizationThe 2023 Conference on Artificial Life, Jul 2023, Tokyo, Japan. ⟨10.1162/isal_a_00651⟩ |
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Socially Supervised Representation Learning: the Role of Subjectivity in Learning Efficient RepresentationsInternational Conference on Autonomous Agents and Multi-Agent Systems, May 2022, Auckland, New Zealand |
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COSMO : un modèle bayésien des fondements sensorimoteurs de la perception et de la production de la paroleJEP 2022 - 34e Journées d’Études sur la Parole, Jun 2022, Noirmoutier, France |
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Learning to Guide and to Be Guided in the Architect-Builder ProblemInternational Conference on Learning Representations, Apr 2022, Virtual, France |
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Plasticity and evolvability under environmental variability: the joint role of fitness-based selection and niche-limited competitionGECCO 2022 - The Genetic and Evolutionary Computation Conference, Jul 2022, Boston / Hybrid, United States |
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Grounding Spatio-Temporal Language with TransformersNeurIPS 2021 - 35th Conference on Neural Information Processing Systems, Dec 2021, Virtuel, France |
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Grounding an Ecological Theory of Artificial Intelligence in Human EvolutionNeurIPS 2021 - Conference on Neural Information Processing Systems / Workshop: Ecological Theory of Reinforcement Learning, Dec 2021, virtual event, France |
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Multi-Agent Reinforcement Learning as a Computational Tool for Language Evolution Research: Historical Context and Future ChallengesCOMARL AAAI 2020-2021 - Challenges and Opportunities for Multi-Agent Reinforcement Learning, AAAI Spring Symposium Series, Feb 2021, Palo Alto, California / Virtual, United States |
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DEEP SETS FOR GENERALIZATION IN RLBeyond Tabula Rasa in Reinforcement Learning: agents that remember adapt and generalize, Workshop at ICLR, Apr 2021, Addis Ababa, Ethiopia |
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Studying the joint role of partial observability and channel reliability in emergent communication1st SMILES (Sensorimotor Interaction, Language and Embodiment of Symbols) workshop, ICDL 2020, Nov 2020, Valparaiso / Virtual, Chile |
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Hierarchically Organized Latent Modules for Exploratory Search in Morphogenetic SystemsNeurIPS 2020 - 34th Conference on Neural Information Processing Systems, Dec 2020, Vancouver / Virtual, Canada |
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Language as a Cognitive Tool to Imagine Goals in Curiosity-Driven ExplorationNeurIPS 2020 - 34th Conference on Neural Information Processing Systems, Dec 2020, Vancouver / Virtual, Canada |
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Explauto: an open-source Python library to study autonomous exploration in developmental roboticsICDL-Epirob - International Conference on Development and Learning, Epirob, Oct 2014, Genoa, Italy |
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The role of intrinsic motivations in learning sensorimotor vocal mappings: a developmental robotics studyInterspeech, ISCA, Aug 2013, Lyon, France |
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Learning how to reach various goals by autonomous interaction with the environment: unification and comparison of exploration strategies1st Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM2013), Princeton University, New Jersey, Oct 2014, Princeton, United States |
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Exploration strategies in developmental robotics: a unified probabilistic frameworkICDL-Epirob - International Conference on Development and Learning, Epirob, Aug 2013, Osaka, Japan |
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Curiosity-driven phonetic learningICDL-Epirob - International Conference on Development and Learning, Epirob, Nov 2012, San Diego, United States |
Noise and inter‐speaker variability improve distinguishability of auditory, motor and perceptuo‐motor theories of speech perception : An exploratory Bayesian modeling studyISSP 2011 - 9th International Seminar on Speech Production, Jun 2011, Montréal, Canada. pp.n/c |
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A Unified Theoretical Bayesian Model of Speech CommunicationICDHM 2010 - 1st International Conference on Applied Digital Human Modeling, Jul 2010, Miami, Floride, United States. pp.457-466 |
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Emergence du langage par jeux déictiques dans une société d'agents sensori-moteurs en interactionJEP 2008 - 27e Journées d'Etudes sur la Parole, Jun 2008, Avignon, France |
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Emergence of a language through deictic games within a society of sensori-motor agents in interactionISSP 2008 - 8th International Seminar on Speech Production, Dec 2008, Strasbourg, France |
Emergence of a language through deictic games within a society of sensori-motor agents in interactionInternational Workshop on "Speech and Face to Face Communication", 2008, Grenoble, France |
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Speech at reach of hand and mouth: Theoretical arguments, experimental facts and computational advancesWorkshop " Vocoid - Vocalization, COmmmunication, Imitation and Deixis in adult and infant human and non human primates ", 2007, Grenoble, France |
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Curiosity-driven exploration: Diversity of mechanisms and functionsThe Drive for Knowledge: The Science of Human Information Seeking, , 2022, ⟨10.1017/9781009026949⟩ |
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Emergence of articulatory-acoustic systems from deictic interaction games in a "vocalize to localize" frameworkAnne Vilain and Jean-Luc Schwartz and Christian Abry and Jacques Vauclair. Primate communication and human language: Vocalisations, gestures, imitation and deixis in humans and non-humans, John Benjamins Pub. Co., pp.193-220, 2011, Advances in Interaction Studies |
Learning Sensorimotor Agency in Cellular Automata2022 |
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Language as a Cognitive Tool: Dall-E, Humans and Vygotskian RL Agents2021 |
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Meta-Diversity Search in Complex Systems, A Recipe for Artificial Open-Endedness ?2021 |
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Intrinsic motivation is key to understanding peer cultures2025 |
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Cultural evolution in populations of Large Language Models2024 |
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Cultural evolution in populations with heterogeneous and variable preferences2023 |
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Emergence of Shared Sensory-motor Graphical Language from Visual Input2022 |
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Social Network Structure Shapes Innovation: Experience-sharing in RL with SAPIENS2022 |
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Grounding Artificial Intelligence in the Origins of Human Behavior2021 |
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Hack1robo 2023 : Hackathon sur l'Intelligence Artificielle, la Robotique et les Sciences CognitivesInria & Labri, Université de Bordeaux. 2023 |
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Rôle des relations perception-action dans la communication parlée et l'émergence des systèmes phonologiques : étude, modélisation computationnelle et simulationsMédecine humaine et pathologie. Université de Grenoble, 2011. Français. ⟨NNT : 2011GRENS013⟩ |
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The Ecology of Open-Ended Skill AcquisitionArtificial Intelligence [cs.AI]. Université de Bordeaux (UB), 2022 |