Margaux Brégère

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Electrical Energy

Target Tracking

Cluttered Environments

Reinforcement Learning

Top Venues

Publications

Bianca Marin Moreno, Margaux Brégère, Pierre Gaillard, Nadia Oudjane
Efficient Model-Based Concave Utility Reinforcement Learning through Greedy Mirror Descent. AISTATS (2024)
Margaux Brégère, Julie Keisler
A Bandit Approach with Evolutionary Operators for Model Selection. CoRR (2024)
Julie Keisler, Sandra Claudel, Gilles Cabriel, Margaux Brégère
Automated Deep Learning for Load Forecasting. CoRR (2024)
Bianca Marin Moreno, Margaux Brégère, Pierre Gaillard, Nadia Oudjane
MetaCURL: Non-stationary Concave Utility Reinforcement Learning. CoRR (2024)
Bianca Marin Moreno, Margaux Brégère, Pierre Gaillard, Nadia Oudjane
Reimagining Demand-Side Management with Mean Field Learning. CoRR (2023)
Margaux Brégère, Ricardo J. Bessa
Simulating Tariff Impact in Electrical Energy Consumption Profiles With Conditional Variational Autoencoders. IEEE Access 8 (2020)
Margaux Brégère, Malo Huard
Online Hierarchical Forecasting for Power Consumption Data. CoRR (2020)
Margaux Brégère, Ricardo J. Bessa
Simulating Tariff Impact in Electrical Energy Consumption Profiles with Conditional Variational Autoencoders. CoRR (2020)
Margaux Brégère, Pierre Gaillard, Yannig Goude, Gilles Stoltz
Target Tracking for Contextual Bandits: Application to Demand Side Management. CoRR (2019)
Margaux Brégère, Pierre Gaillard, Yannig Goude, Gilles Stoltz
Target Tracking for Contextual Bandits: Application to Demand Side Management. ICML (2019)