Flajolet, Arthur

10 publications

MLOSS 2024 QDax: A Library for Quality-Diversity and Population-Based Algorithms with Hardware Acceleration Felix Chalumeau, Bryan Lim, Raphaël Boige, Maxime Allard, Luca Grillotti, Manon Flageat, Valentin Macé, Guillaume Richard, Arthur Flajolet, Thomas Pierrot, Antoine Cully

ICMLW 2024 Quality-Diversity for One-Shot Biological Sequence Design Jérémie Dona, Arthur Flajolet, Andrei Marginean, Antoine Cully, Thomas Pierrot

ICLR 2023 Evolving Populations of Diverse RL Agents with MAP-Elites Thomas Pierrot, Arthur Flajolet

ICLR 2023 Neuroevolution Is a Competitive Alternative to Reinforcement Learning for Skill Discovery Felix Chalumeau, Raphael Boige, Bryan Lim, Valentin Macé, Maxime Allard, Arthur Flajolet, Antoine Cully, Thomas Pierrot

NeurIPSW 2023 PASTA: Pretrained Action-State Transformer Agents Raphael Boige, Yannis Flet-Berliac, Arthur Flajolet, Guillaume Richard, Thomas Pierrot

ICLRW 2022 Diversity Policy Gradient for Sample Efficient Quality-Diversity Optimization Thomas Pierrot, Valentin Macé, Felix Chalumeau, Arthur Flajolet, Geoffrey Cideron, Karim Beguir, Antoine Cully, Olivier Sigaud, Nicolas Perrin-Gilbert

ICML 2022 Fast Population-Based Reinforcement Learning on a Single Machine Arthur Flajolet, Claire Bizon Monroc, Karim Beguir, Thomas Pierrot

NeurIPSW 2022 So ManyFolds, so Little Time: Efficient Protein Structure Prediction with pLMs and MSAs Thomas D Barrett, Amelia Villegas-Morcillo, Louis Robinson, Benoit Gaujac, David Admète, Elia Saquand, Karim Beguir, Arthur Flajolet

NeurIPS 2017 Online Learning with a Hint Ofer Dekel, Arthur Flajolet, Nika Haghtalab, Patrick Jaillet

NeurIPS 2017 Real-Time Bidding with Side Information Arthur Flajolet, Patrick Jaillet