Stochastic bandits with groups of similar arms. - Fabien Pesquerel; Hassan Saber; Odalric-Ambrym Maillard (NeurIPS, 2021)

IMED-RL: Regret optimal learning of ergodic Markov decision processes. - Fabien Pesquerel; Odalric-Ambrym Maillard (NeurIPS, 2022)

Logarithmic regret in communicating MDPs: Leveraging known dynamics with bandits. - Hassan Saber; Fabien Pesquerel; Odalric-Ambrym Maillard; Mohammad Sadegh Talebi (ACML, 2023)

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

Information per unit of interaction in stochastic sequential decision making. (Quantité d'information par unité d'interaction en apprentissage séquentiel stochastique). - Fabien Pesquerel (2023)