Search Results for author: Matthieu Blanke

Found 3 papers, 2 papers with code

Interpretable Meta-Learning of Physical Systems

no code implementations1 Dec 2023 Matthieu Blanke, Marc Lelarge

Machine learning methods can be a valuable aid in the scientific process, but they need to face challenging settings where data come from inhomogeneous experimental conditions.

Meta-Learning Multi-Task Learning

FLEX: an Adaptive Exploration Algorithm for Nonlinear Systems

1 code implementation26 Apr 2023 Matthieu Blanke, Marc Lelarge

Model-based reinforcement learning is a powerful tool, but collecting data to fit an accurate model of the system can be costly.

Experimental Design Model-based Reinforcement Learning

Online greedy identification of linear dynamical systems

1 code implementation13 Apr 2022 Matthieu Blanke, Marc Lelarge

This work addresses the problem of exploration in an unknown environment.

Experimental Design

Cannot find the paper you are looking for? You can Submit a new open access paper.