no code implementations • 1 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.
1 code implementation • 26 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.
1 code implementation • 13 Apr 2022 • Matthieu Blanke, Marc Lelarge
This work addresses the problem of exploration in an unknown environment.