AYMEN AL-MARJANI
École Normale Supérieure de Lyon
H-index: 4
Europe-France
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 |