Aymen Al Marjani

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Reinforcement Learning

Markov Decision Processes

Top Venues

Publications

Achraf Azize, Marc Jourdan, Aymen Al Marjani, Debabrota Basu
Differentially Private Best-Arm Identification. CoRR (2024)
Aymen Al Marjani, Andrea Tirinzoni, Emilie Kaufmann
Active Coverage for PAC Reinforcement Learning. COLT (2023)
Andrea Tirinzoni, Aymen Al Marjani, Emilie Kaufmann
Optimistic PAC Reinforcement Learning: the Instance-Dependent View. ALT (2023)
Achraf Azize, Marc Jourdan, Aymen Al Marjani, Debabrota Basu
On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence. NeurIPS (2023)
Aymen Al Marjani, Andrea Tirinzoni, Emilie Kaufmann
Towards Instance-Optimality in Online PAC Reinforcement Learning. CoRR (2023)
Achraf Azize, Marc Jourdan, Aymen Al Marjani, Debabrota Basu
On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence. CoRR (2023)
Aymen Al Marjani, Andrea Tirinzoni, Emilie Kaufmann
Active Coverage for PAC Reinforcement Learning. CoRR (2023)
Aymen Al Marjani, Tomás Kocák, Aurélien Garivier
On the complexity of All ε-Best Arms Identification. CoRR (2022)
Andrea Tirinzoni, Aymen Al Marjani, Emilie Kaufmann
Optimistic PAC Reinforcement Learning: the Instance-Dependent View. CoRR (2022)
Andrea Tirinzoni, Aymen Al Marjani, Emilie Kaufmann
Near Instance-Optimal PAC Reinforcement Learning for Deterministic MDPs. NeurIPS (2022)
Andrea Tirinzoni, Aymen Al Marjani, Emilie Kaufmann
Near Instance-Optimal PAC Reinforcement Learning for Deterministic MDPs. CoRR (2022)
Aymen Al Marjani, Tomás Kocák, Aurélien Garivier
On the Complexity of All ε-Best Arms Identification. ECML/PKDD (4) (2022)
Aymen Al Marjani, Aurélien Garivier, Alexandre Proutière
Navigating to the Best Policy in Markov Decision Processes. CoRR (2021)
Aymen Al Marjani, Aurélien Garivier, Alexandre Proutière
Navigating to the Best Policy in Markov Decision Processes. NeurIPS (2021)
Aymen Al Marjani, Alexandre Proutière
Adaptive Sampling for Best Policy Identification in Markov Decision Processes. ICML (2021)
Aymen Al Marjani, Alexandre Proutière
Best Policy Identification in discounted MDPs: Problem-specific Sample Complexity. CoRR (2020)