Fabien Pesquerel

According to our database, Fabien Pesquerel authored at least 5 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

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

Fabien Pesquerel

PhD thesis, 2023

Fast Asymptotically Optimal Algorithms for Non-Parametric Stochastic Bandits.

Dorian Baudry, Fabien Pesquerel, Rémy Degenne, Odalric-Ambrym Maillard

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Logarithmic regret in communicating MDPs: Leveraging known dynamics with bandits.

Hassan Saber, Fabien Pesquerel, Odalric-Ambrym Maillard, Mohammad Sadegh Talebi

Proceedings of the Asian Conference on Machine Learning, 2023

2022

IMED-RL: Regret optimal learning of ergodic Markov decision processes.

Fabien Pesquerel, Odalric-Ambrym Maillard

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Stochastic bandits with groups of similar arms.

Fabien Pesquerel, Hassan Saber, Odalric-Ambrym Maillard

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021