Publications

Neural differential equations for temperature control in buildings under demand response programs

Vincent Taboga, Clement Gehring, Mathieu Le Cam, Hanane Dagdougui, Pierre-Luc Bacon

2024

A Distributed ADMM-Based Deep Learning Approach for Thermal Control in Multi-Zone Buildings Under Demand Response Events

Vincent Taboga, Hanane Dagdougui

2024

An Enhanced Adaptivity of Reinforcement Learning-Based Temperature Control in Buildings Using Generalized Training

Vincent Taboga, Amine Bellahsen, Hanane Dagdougui

2021

Deep Reinforcement Learning For Peak Load Reduction In Aggregated Residential Houses

Vincent Taboga, Amine Bellahsen, Hanane Dagdougui

2020