BOAT: A Bayesian Optimization AutoML Time-series Framework for Industrial Applications. - John Joy Kurian; Marcel Dix; Ido Amihai; Glenn Ceusters; Ajinkya Prabhune (BigDataService, 2021)

Model-predictive control and reinforcement learning in multi-energy system case studies. - Glenn Ceusters; Román Cantú Rodríguez; Alberte Bouso García; Rüdiger Franke; Geert Deconinck; Lieve Helsen; Ann Nowé; Maarten Messagie; Luis Ramirez Camargo (CoRR, 2021)

Safe reinforcement learning for multi-energy management systems with known constraint functions. - Glenn Ceusters; Luis Ramirez Camargo; Rüdiger Franke; Ann Nowé; Maarten Messagie (CoRR, 2022)

Safe reinforcement learning with self-improving hard constraints for multi-energy management systems. - Glenn Ceusters; Muhammad Andy Putratama; Rüdiger Franke; Ann Nowé; Maarten Messagie (CoRR, 2023)

Real-world validation of safe reinforcement learning, model predictive control and decision tree-based home energy management systems. - Julian Ruddick; Glenn Ceusters; Gilles Van Kriekinge; Evgenii Genov; Thierry Coosemans; Maarten Messagie (CoRR, 2024)