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Chloé Mercier

13
Documents
Researcher identifiers

Presentation

Currently a PhD student in Mnemosyne team (Inria, IMN, Bordeaux Neurocampus) in partnership with the LINE (Laboratory of Digital Innovation in Education, Université Côte d'Azur, Nice). Participating in Inria's exploratory action "Artificial Intelligence Devoted to Education (AIDE)". We want to explore to what extent approaches or methods from cognitive sciences, in relation to machine learning and knowledge representation, could help to better formalize the acquisition of transversal skills (eg. creativity, problem solving, computational thinking...) as studied in educational sciences. We are considering a specific task in which the child attempts to build a "vehicle" through the manipulation of modular robotic cubelets.

Publications

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An Ontology to Formalize a Creative Problem Solving Activity

Chloé Mercier
IEEE Transactions on Cognitive and Developmental Systems, 2022, pp.1-1. ⟨10.1109/tcds.2022.3210234⟩
Journal articles hal-03791482v1
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Représenter l'apprentissage humain dans des problèmes ouverts

Axel Palaude , Chloé Mercier , Margarida Romero
Dataquitaine 2023 - IA, Recherche Opérationnelle & Data Science, Kedge Business School Bordeaux, Mar 2023, Bordeaux, France
Conference papers hal-04028721v1
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Ontology as manifold: towards symbolic and numerical artificial embedding

Chloé Mercier , Frédéric Alexandre , Thierry Viéville
Workshop on VSA and hyperdimensional computing - Winter 2022 session, Luleå University of Technology, Sweden and UC Berkeley, USA, Jan 2022, Virtual, Sweden
Conference papers hal-03550354v1
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Reinforcement Symbolic Learning

Chloé Mercier , Frédéric Alexandre , Thierry Viéville
ICANN 2021 - 30th International Conference on Artificial Neural Networks, Sep 2021, Bratislava / Virtual, Slovakia
Conference papers hal-03327706v1
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Formalizing Problem Solving in Computational Thinking : an Ontology approach

Chloé Mercier , Lisa Roux , Margarida Romero , Frédéric Alexandre , Thierry Viéville
IEEE ICDL 2021 – International Conference on Development and Learning 2021, Aug 2021, Beijing, China
Conference papers hal-03324136v1
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Ontology as neuronal-space manifold: Towards symbolic and numerical artificial embedding

Chloé Mercier , Hugo Chateau-Laurent , Frédéric Alexandre , Thierry Viéville
KRHCAI 2021 Workshop on Knowledge Representation for Hybrid & Compositional AI @ KR2021, Nov 2021, Hanoi, Vietnam
Conference papers hal-03360307v3
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The role of cognitive processes in creative problem solving: a computational approach

Frédéric Alexandre , Chloé Mercier , Axel Palaude , Margarida Romero , Thierry Viéville
7th annual meeting of the Society for the Neuroscience of Creativity (SfNC 2022), May 2022, Virtual, United States
Conference poster hal-03659409v1
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Apprentissage par renforcement sur des connaissances symboliques structurées : modéliser la résolution créative de problèmes

Chloé Mercier , Margarida Romero , Frédéric Alexandre , Thierry Viéville
CJC-SCo 2022 - Colloque des jeunes chercheur·se·s en sciences cognitives, Apr 2022, Paris, France.
Conference poster hal-03678767v1