Aymen Al Marjani

18 papers A* 5B 1Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 — conf
Multilingual Self-Taught Faithfulness Evaluators.
EACL (Findings)
Carlo Alfano, Aymen Al Marjani, Zeno Jonke, Amin Mantrach, Saab Mansour, Marcello Federico
2025 J jnl
Multilingual Self-Taught Faithfulness Evaluators.
CoRR
Carlo Alfano, Aymen Al Marjani, Zeno Jonke, Amin Mantrach, Saab Mansour, Marcello Federico
2024 J jnl
Differentially Private Best-Arm Identification.
CoRR
Achraf Azize, Marc Jourdan, Aymen Al Marjani, Debabrota Basu
2023 A* conf
Active Coverage for PAC Reinforcement Learning.
COLT
Aymen Al Marjani, Andrea Tirinzoni, Emilie Kaufmann
2023 J jnl
Active Coverage for PAC Reinforcement Learning.
CoRR
Aymen Al Marjani, Andrea Tirinzoni, Emilie Kaufmann
2023 A* conf
On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence.
NeurIPS
Achraf Azize, Marc Jourdan, Aymen Al Marjani, Debabrota Basu
2023 J jnl
On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence.
CoRR
Achraf Azize, Marc Jourdan, Aymen Al Marjani, Debabrota Basu
2023 B conf
Optimistic PAC Reinforcement Learning: the Instance-Dependent View.
ALT
Andrea Tirinzoni, Aymen Al Marjani, Emilie Kaufmann
2023 J jnl
Towards Instance-Optimality in Online PAC Reinforcement Learning.
CoRR
Aymen Al Marjani, Andrea Tirinzoni, Emilie Kaufmann
2022 A* conf
Near Instance-Optimal PAC Reinforcement Learning for Deterministic MDPs.
NeurIPS
Andrea Tirinzoni, Aymen Al Marjani, Emilie Kaufmann
2022 J jnl
Near Instance-Optimal PAC Reinforcement Learning for Deterministic MDPs.
CoRR
Andrea Tirinzoni, Aymen Al Marjani, Emilie Kaufmann
2022 — conf
On the Complexity of All ε-Best Arms Identification.
ECML/PKDD (4)
Aymen Al Marjani, Tomás Kocák, Aurélien Garivier
2022 J jnl
On the complexity of All ε-Best Arms Identification.
CoRR
Aymen Al Marjani, Tomás Kocák, Aurélien Garivier
2022 J jnl
Optimistic PAC Reinforcement Learning: the Instance-Dependent View.
CoRR
Andrea Tirinzoni, Aymen Al Marjani, Emilie Kaufmann
2021 A* conf
Adaptive Sampling for Best Policy Identification in Markov Decision Processes.
ICML
Aymen Al Marjani, Alexandre Proutière
2021 A* conf
Navigating to the Best Policy in Markov Decision Processes.
NeurIPS
Aymen Al Marjani, Aurélien Garivier, Alexandre Proutière
2021 J jnl
Navigating to the Best Policy in Markov Decision Processes.
CoRR
Aymen Al Marjani, Aurélien Garivier, Alexandre Proutière
2020 J jnl
Best Policy Identification in discounted MDPs: Problem-specific Sample Complexity.
CoRR
Aymen Al Marjani, Alexandre Proutière