No-Regret Learnability for Piecewise Linear Losses. - Arthur Flajolet; Patrick Jaillet (CoRR, 2014)

Low regret bounds for Bandits with Knapsacks. - Arthur Flajolet; Patrick Jaillet (CoRR, 2015)

Online Learning with a Hint. - Ofer Dekel; Arthur Flajolet; Nika Haghtalab; Patrick Jaillet (NIPS, 2017)

Real-Time Bidding with Side Information. - Arthur Flajolet; Patrick Jaillet (NIPS, 2017)

Robust Adaptive Routing Under Uncertainty. - Arthur Flajolet; Sebastien Blandin; Patrick Jaillet (Oper. Res., 2018)

Diversity policy gradient for sample efficient quality-diversity optimization. - Thomas Pierrot; Valentin Macé; Félix Chalumeau; Arthur Flajolet; Geoffrey Cideron; Karim Beguir; Antoine Cully; Olivier Sigaud; Nicolas Perrin-Gilbert (GECCO, 2022)

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

Assessing Quality-Diversity Neuro-Evolution Algorithms Performance in Hard Exploration Problems. - Félix Chalumeau; Thomas Pierrot; Valentin Macé; Arthur Flajolet; Karim Beguir; Antoine Cully; Nicolas Perrin-Gilbert (CoRR, 2022)

Neuroevolution is a Competitive Alternative to Reinforcement Learning for Skill Discovery. - Félix Chalumeau; Raphaël Boige; Bryan Lim; Valentin Macé; Maxime Allard; Arthur Flajolet; Antoine Cully; Thomas Pierrot (ICLR, 2023)

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

PASTA: Pretrained Action-State Transformer Agents. - Raphaël Boige; Yannis Flet-Berliac; Arthur Flajolet; Guillaume Richard; Thomas Pierrot (CoRR, 2023)

QDax: A Library for Quality-Diversity and Population-based Algorithms with Hardware Acceleration. - Félix Chalumeau; Bryan Lim; Raphaël Boige; Maxime Allard; Luca Grillotti; Manon Flageat; Valentin Macé; Arthur Flajolet; Thomas Pierrot; Antoine Cully (CoRR, 2023)

ManyFold: an efficient and flexible library for training and validating protein folding models. - Amelia Villegas-Morcillo; Louis Robinson; Arthur Flajolet; Thomas D. Barrett (Bioinform., 2023)

PASTA: Pretrained Action-State Transformer Agents. - Raphaël Boige; Yannis Flet-Berliac; Lars C. P. M. Quaedvlieg; Arthur Flajolet; Guillaume Richard; Thomas Pierrot (RLJ, 2024)

QDax: A Library for Quality-Diversity and Population-based Algorithms with Hardware Acceleration. - Félix Chalumeau; Bryan Lim; Raphaël Boige; Maxime Allard; Luca Grillotti; Manon Flageat; Valentin Macé; Guillaume Richard; Arthur Flajolet; Thomas Pierrot; Antoine Cully (J. Mach. Learn. Res., 2024)