Fabien Pesquerel

Joined

May 2021

Names

Fabien Pesquerel (Preferred)

Emails

****@inria.fr (Confirmed)

Personal Links

Career & Education History

PhD student

INRIA (inria.fr)

2020 – 2023

Advisors, Relations & Conflicts

Coauthor

2023 – 2024

Coauthor

2023 – 2024

Coauthor

Mohammad Sadegh Talebi

2023 – 2024

PhD Advisor

Odalric-Ambrym Maiilard

2020 – 2024

Coauthor

2021 – 2023

Expertise

Machine Learning

2020 – 2024

Reinforcement learning

2020 – 2024

Bandit

2020 – 2024

Sequential Learning

2020 – 2024

Publications

IMED-RL: Regret optimal learning of ergodic Markov decision processes
Fabien Pesquerel, Odalric-Ambrym Maillard
- 12 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Stochastic bandits with groups of similar arms
Fabien Pesquerel, Hassan SABER, Odalric-Ambrym Maillard
- 12 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Fast Asymptotically Optimal Algorithms for Non-Parametric Stochastic Bandits
Dorian Baudry, Fabien Pesquerel, Rémy Degenne, Odalric-Ambrym Maillard
- NeurIPS 2023 poster
- Readers: Everyone
IMED-RL: Regret optimal learning of ergodic Markov decision processes
Fabien Pesquerel, Odalric-Ambrym Maillard
- Published: 31 Oct 2022, Last Modified: 13 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Stochastic bandits with groups of similar arms.
Fabien Pesquerel, Hassan SABER, Odalric-Ambrym Maillard
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone

Co-Authors