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Felix Chalumeau

Memory-Enhanced Neural Solvers for Efficient Adaptation in Combinatorial Optimization

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Jun 24, 2024
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Combinatorial Optimization with Policy Adaptation using Latent Space Search

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Nov 13, 2023
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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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The Quality-Diversity Transformer: Generating Behavior-Conditioned Trajectories with Decision Transformers

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Mar 27, 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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Empirical analysis of PGA-MAP-Elites for Neuroevolution in Uncertain Domains

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Oct 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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