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Thomas Pierrot

Multi-modal Transfer Learning between Biological Foundation Models

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Jun 20, 2024
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Learning the Language of Protein Structure

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May 24, 2024
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Multi-Objective Quality-Diversity for Crystal Structure Prediction

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Mar 25, 2024
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QDax: A Library for Quality-Diversity and Population-based Algorithms with Hardware Acceleration

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Aug 07, 2023
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PASTA: Pretrained Action-State Transformer Agents

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Jul 20, 2023
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Gradient-Informed Quality Diversity for the Illumination of Discrete Spaces

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Jun 08, 2023
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The Quality-Diversity Transformer: Generating Behavior-Conditioned Trajectories with Decision Transformers

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Mar 27, 2023
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Improving the Data Efficiency of Multi-Objective Quality-Diversity through Gradient Assistance and Crowding Exploration

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Feb 24, 2023
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Assessing Quality-Diversity Neuro-Evolution Algorithms Performance in Hard Exploration Problems

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Nov 24, 2022
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Neuroevolution is a Competitive Alternative to Reinforcement Learning for Skill Discovery

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Oct 06, 2022
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