Fabien Pesquerel

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 4

Top Topics

Policy Iteration

Multi Armed Bandits

Top Venues

Publications

Dorian Baudry, Fabien Pesquerel, Rémy Degenne, Odalric-Ambrym Maillard
Fast Asymptotically Optimal Algorithms for Non-Parametric Stochastic Bandits. NeurIPS (2023)
Hassan Saber, Fabien Pesquerel, Odalric-Ambrym Maillard, Mohammad Sadegh Talebi
Logarithmic regret in communicating MDPs: Leveraging known dynamics with bandits. ACML (2023)
Fabien Pesquerel, Odalric-Ambrym Maillard
IMED-RL: Regret optimal learning of ergodic Markov decision processes. NeurIPS (2022)
Fabien Pesquerel, Hassan Saber, Odalric-Ambrym Maillard
Stochastic bandits with groups of similar arms. NeurIPS (2021)