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2020 – today
- 2024
[i9]Achraf Azize, Marc Jourdan, Aymen Al Marjani, Debabrota Basu:
Differentially Private Best-Arm Identification. CoRR abs/2406.06408 (2024)- 2023
- [c7]Andrea Tirinzoni, Aymen Al Marjani, Emilie Kaufmann:
Optimistic PAC Reinforcement Learning: the Instance-Dependent View. ALT 2023: 1460-1480 - [c6]Aymen Al Marjani, Andrea Tirinzoni, Emilie Kaufmann:
Active Coverage for PAC Reinforcement Learning. COLT 2023: 5044-5109 - [c5]Achraf Azize, Marc Jourdan, Aymen Al Marjani, Debabrota Basu:
On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence. NeurIPS 2023 - [i8]Aymen Al Marjani, Andrea Tirinzoni, Emilie Kaufmann:
Active Coverage for PAC Reinforcement Learning. CoRR abs/2306.13601 (2023) - [i7]Achraf Azize, Marc Jourdan, Aymen Al Marjani, Debabrota Basu:
On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence. CoRR abs/2309.02202 (2023) - [i6]Aymen Al Marjani, Andrea Tirinzoni, Emilie Kaufmann:
Towards Instance-Optimality in Online PAC Reinforcement Learning. CoRR abs/2311.05638 (2023) - 2022
- [c4]Andrea Tirinzoni, Aymen Al Marjani, Emilie Kaufmann:
Near Instance-Optimal PAC Reinforcement Learning for Deterministic MDPs. NeurIPS 2022 - [c3]Aymen Al Marjani, Tomás Kocák, Aurélien Garivier:
On the Complexity of All ε-Best Arms Identification. ECML/PKDD (4) 2022: 317-332 - [i5]Aymen Al Marjani, Tomás Kocák, Aurélien Garivier:
On the complexity of All ε-Best Arms Identification. CoRR abs/2202.06280 (2022) - [i4]Andrea Tirinzoni, Aymen Al Marjani, Emilie Kaufmann:
Near Instance-Optimal PAC Reinforcement Learning for Deterministic MDPs. CoRR abs/2203.09251 (2022) - [i3]Andrea Tirinzoni, Aymen Al Marjani, Emilie Kaufmann:
Optimistic PAC Reinforcement Learning: the Instance-Dependent View. CoRR abs/2207.05852 (2022) - 2021
- [c2]Aymen Al Marjani, Alexandre Proutière:
Adaptive Sampling for Best Policy Identification in Markov Decision Processes. ICML 2021: 7459-7468 - [c1]Aymen Al Marjani, Aurélien Garivier, Alexandre Proutière:
Navigating to the Best Policy in Markov Decision Processes. NeurIPS 2021: 25852-25864 - [i2]Aymen Al Marjani, Aurélien Garivier, Alexandre Proutière:
Navigating to the Best Policy in Markov Decision Processes. CoRR abs/2106.02847 (2021) - 2020
- [i1]Aymen Al Marjani, Alexandre Proutière:
Best Policy Identification in discounted MDPs: Problem-specific Sample Complexity. CoRR abs/2009.13405 (2020)
Coauthor Index
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