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AI-driven Automated Discovery Tools Reveal Diverse Behavioral Competencies of Biological Networks

Mayalen Etcheverry , Clément Moulin-Frier , Pierre-Yves Oudeyer , Michael Levin
2024
Pré-publication, Document de travail hal-04395732v1
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Progressive growing of self-organized hierarchical representations for exploration

Mayalen Etcheverry , Pierre-Yves Oudeyer , Chris Reinke
ICLR 2020 workshop: Beyond tabula rasa in Reinforcement Learning, Apr 2021, Addis Ababa / Virtual, Ethiopia
Communication dans un congrès hal-03122039v1
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Hierarchically Organized Latent Modules for Exploratory Search in Morphogenetic Systems

Mayalen Etcheverry , Clément Moulin-Frier , Pierre-Yves Oudeyer
NeurIPS 2020 - 34th Conference on Neural Information Processing Systems, Dec 2020, Vancouver / Virtual, Canada
Communication dans un congrès hal-03099906v1
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Meta-Diversity Search in Complex Systems, A Recipe for Artificial Open-Endedness ?

Mayalen Etcheverry , Bert Wang-Chak Chan , Clément Moulin-Frier , Pierre-Yves Oudeyer
2021
Article de blog scientifique hal-03354381v2

Learning Sensorimotor Agency in Cellular Automata

Gautier Hamon , Mayalen Etcheverry , Bert Wang-Chak Chan , Clément Moulin-Frier , Pierre-Yves Oudeyer
2022
Autre publication scientifique hal-03519319v1
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Curiosity-driven AI for Science : Automated Discovery of Self-Organized Structures

Mayalen Etcheverry
Artificial Intelligence [cs.AI]. Université de Bordeaux, 2023. English. ⟨NNT : 2023BORD0311⟩
Thèse tel-04504878v2
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SBMLTOODEJAX: Efficient Simulation and Optimization of Biological Network Models in JAX

Mayalen Etcheverry , Michael Levin , Clément Moulin-Frier , Pierre-Yves Oudeyer
NeurIPS 2023 - AI4Science Workshop, Dec 2023, New Orleans (LA), France
Communication dans un congrès hal-04317246v1

Intrinsically Motivated Discovery of Diverse Patterns in Self-Organizing Systems

Mayalen Etcheverry
2020
Article de blog scientifique hal-03354378v1
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Intrinsically Motivated Discovery of Diverse Patterns in Self-Organizing Systems

Chris Reinke , Mayalen Etcheverry , Pierre-Yves Oudeyer
International Conference on Learning Representations (ICLR), Apr 2020, Addis Ababa, Ethiopia
Communication dans un congrès hal-02370003v1

Flow-Lenia: Towards open-ended evolution in cellular automata through mass conservation and parameter localization

Erwan Plantec , Gautier Hamon , Mayalen Etcheverry , Pierre-Yves Oudeyer , Clément Moulin-Frier , et al.
The 2023 Conference on Artificial Life, Jul 2023, Tokyo, Japan. ⟨10.1162/isal_a_00651⟩
Communication dans un congrès hal-03904389v1