Eloïse Berthier

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Function Approximation

Robust Stability

Reinforcement Learning

Markov Decision Processes

Top Venues

IEEE Control. Syst. Lett.

Publications

David Brellmann, Eloïse Berthier, David Filliat, Goran Frehse
On Double Descent in Reinforcement Learning with LSTD and Random Features. ICLR (2024)
Rémi Kazmierczak, Eloïse Berthier, Goran Frehse, Gianni Franchi
CLIP-QDA: An Explainable Concept Bottleneck Model. Trans. Mach. Learn. Res. 2024 (2024)
Rémi Kazmierczak, Eloïse Berthier, Goran Frehse, Gianni Franchi
CLIP-QDA: An Explainable Concept Bottleneck Model. CoRR (2023)
David Brellmann, Eloïse Berthier, David Filliat, Goran Frehse
On Double Descent in Reinforcement Learning with LSTD and Random Features. CoRR (2023)
Eloïse Berthier, Justin Carpentier, Alessandro Rudi, Francis R. Bach
Infinite-Dimensional Sums-of-Squares for Optimal Control. CDC (2022)
Eloïse Berthier, Ziad Kobeissi, Francis R. Bach
A Non-asymptotic Analysis of Non-parametric Temporal-Difference Learning. NeurIPS (2022)
Eloïse Berthier, Justin Carpentier, Francis R. Bach
Fast and Robust Stability Region Estimation for Nonlinear Dynamical Systems. ECC (2021)
Eloïse Berthier, Francis R. Bach
Max-Plus Linear Approximations for Deterministic Continuous-State Markov Decision Processes. IEEE Control. Syst. Lett. 4 (3) (2020)