no code implementations • 7 Feb 2024 • Margaux Brégère, Julie Keisler
The reward is the accuracy of the selected model after its partial training.
no code implementations • 30 Nov 2023 • Bianca Marin Moreno, Margaux Brégère, Pierre Gaillard, Nadia Oudjane
Many machine learning tasks can be solved by minimizing a convex function of an occupancy measure over the policies that generate them.
no code implementations • 16 Feb 2023 • Bianca Marin Moreno, Margaux Brégère, Pierre Gaillard, Nadia Oudjane
Integrating renewable energy into the power grid while balancing supply and demand is a complex issue, given its intermittent nature.
no code implementations • 10 Jun 2020 • Margaux Brégère, Ricardo J. Bessa
Another contribution is that the clustering approach segments consumers according to their daily consumption profile and elasticity to tariff changes.
no code implementations • 1 Mar 2020 • Margaux Brégère, Malo Huard
Our approach consists in three steps: feature generation, aggregation and projection.
no code implementations • 28 Jan 2019 • Margaux Brégère, Pierre Gaillard, Yannig Goude, Gilles Stoltz
We propose a contextual-bandit approach for demand side management by offering price incentives.