Eloïse Berthier

Orcid: 0000-0002-0190-746X

According to our database1, Eloïse Berthier authored at least 7 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
CLIP-QDA: An Explainable Concept Bottleneck Model.
Trans. Mach. Learn. Res., 2024

On Double Descent in Reinforcement Learning with LSTD and Random Features.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2022
Efficient Algorithms for Control and Reinforcement Learning. (Algorithmes efficaces pour le contrôle et l'apprentissage par renforcement).
PhD thesis, 2022

A Non-asymptotic Analysis of Non-parametric Temporal-Difference Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Infinite-Dimensional Sums-of-Squares for Optimal Control.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021
Fast and Robust Stability Region Estimation for Nonlinear Dynamical Systems.
Proceedings of the 2021 European Control Conference, 2021

2020
Max-Plus Linear Approximations for Deterministic Continuous-State Markov Decision Processes.
IEEE Control. Syst. Lett., 2020


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