Hector Kohler

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Classification Trees

Dynamic Programming

Stability Analysis

Top Venues

Publications

Hector Kohler, Quentin Delfosse, Riad Akrour, Kristian Kersting, Philippe Preux
Interpretable and Editable Programmatic Tree Policies for Reinforcement Learning. CoRR (2024)
Hector Kohler, Quentin Delfosse, Paul Festor, Philippe Preux
Towards a Research Community in Interpretable Reinforcement Learning: the InterpPol Workshop. CoRR (2024)
Hector Kohler, Benoit Clement, Thomas Chaffre, Gilles Le Chenadec
PID Tuning using Cross-Entropy Deep Learning: a Lyapunov Stability Analysis. CoRR (2024)
Hector Kohler, Riad Akrour, Philippe Preux
Discovering the Interpretability-Performance Pareto Front of Decision Trees with Dynamic Programming. CoRR (2023)
Hector Kohler, Riad Akrour, Philippe Preux
Optimal Interpretability-Performance Trade-off of Classification Trees with Black-Box Reinforcement Learning. CoRR (2023)
Timothée Mathieu, Riccardo Della Vecchia, Alena Shilova, Matheus Centa de Medeiros, Hector Kohler, Odalric-Ambrym Maillard, Philippe Preux
AdaStop: sequential testing for efficient and reliable comparisons of Deep RL Agents. CoRR (2023)