Pesquerel, Fabien

4 publications

NeurIPS 2023 Fast Asymptotically Optimal Algorithms for Non-Parametric Stochastic Bandits Dorian Baudry, Fabien Pesquerel, Rémy Degenne, Odalric-Ambrym Maillard

ACML 2023 Logarithmic Regret in Communicating MDPs: Leveraging Known Dynamics with Bandits Hassan Saber, Fabien Pesquerel, Odalric-Ambrym Maillard, Mohammad Sadegh Talebi

NeurIPS 2022 IMED-RL: Regret Optimal Learning of Ergodic Markov Decision Processes Fabien Pesquerel, Odalric-Ambrym Maillard

NeurIPS 2021 Stochastic Bandits with Groups of Similar Arms. Fabien Pesquerel, Hassan Saber, Odalric-Ambrym Maillard