AYMEN AL-MARJANI

AYMEN AL-MARJANI

École Normale Supérieure de Lyon

H-index: 4

Europe-France

About AYMEN AL-MARJANI

AYMEN AL-MARJANI, With an exceptional h-index of 4 and a recent h-index of 4 (since 2020), a distinguished researcher at École Normale Supérieure de Lyon, specializes in the field of Reinforcement Learning, Multi-Armed Bandits.

His recent articles reflect a diverse array of research interests and contributions to the field:

On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence

Adaptive Pure Exploration in Markov Decision Processes and Bandits

Towards Instance-Optimality in Online PAC Reinforcement Learning

Active coverage for pac reinforcement learning

Optimistic pac reinforcement learning: the instance-dependent view

Near instance-optimal pac reinforcement learning for deterministic mdps

On the Complexity of All -Best Arms Identification

Navigating to the best policy in markov decision processes

AYMEN AL-MARJANI Information

University

Position

___

Citations(all)

71

Citations(since 2020)

71

Cited By

1

hIndex(all)

4

hIndex(since 2020)

4

i10Index(all)

3

i10Index(since 2020)

3

Email

University Profile Page

École Normale Supérieure de Lyon

Google Scholar

View Google Scholar Profile

AYMEN AL-MARJANI Skills & Research Interests

Reinforcement Learning

Multi-Armed Bandits

Top articles of AYMEN AL-MARJANI

Title

Journal

Author(s)

Publication Date

On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence

Advances in Neural Information Processing Systems

Achraf Azize

Marc Jourdan

Aymen Al Marjani

Debabrota Basu

2024/2/13

Adaptive Pure Exploration in Markov Decision Processes and Bandits

Aymen Al Marjani

2023/12/6

Towards Instance-Optimality in Online PAC Reinforcement Learning

arXiv preprint arXiv:2311.05638

Aymen Al-Marjani

Andrea Tirinzoni

Emilie Kaufmann

2023/10/31

Active coverage for pac reinforcement learning

Aymen Al-Marjani

Andrea Tirinzoni

Emilie Kaufmann

2023/7/12

Optimistic pac reinforcement learning: the instance-dependent view

Andrea Tirinzoni

Aymen Al-Marjani

Emilie Kaufmann

2023/2/13

Near instance-optimal pac reinforcement learning for deterministic mdps

Advances in neural information processing systems

Andrea Tirinzoni

Aymen Al Marjani

Emilie Kaufmann

2022/12/6

On the Complexity of All -Best Arms Identification

Aymen Al Marjani

Tomas Kocak

Aurélien Garivier

2022/9/19

Navigating to the best policy in markov decision processes

Advances in Neural Information Processing Systems

Aymen Al Marjani

Aurélien Garivier

Alexandre Proutiere

2021/12/6

Adaptive Sampling for Best Policy Identification in Markov Decision Processes

International Conference on Machine Learning

Aymen Al Marjani

Alexandre Proutiere

2021/7/21

Echantillonnage adaptatif pour l’identification de la politique optimale dans les PDMs

Aymen Al Marjani

Alexandre Proutiere

Processus de Décision Markoviens

Modele Génératif

2021/6/16

See List of Professors in AYMEN AL-MARJANI University(École Normale Supérieure de Lyon)

Co-Authors

H-index: 51
Alexandre Proutiere

Alexandre Proutiere

Kungliga Tekniska högskolan

H-index: 28
Aurélien Garivier

Aurélien Garivier

École Normale Supérieure de Lyon

H-index: 7
Tomáš Kocák

Tomáš Kocák

École Normale Supérieure de Lyon

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