Glenn Ceusters

According to our database, Glenn Ceusters authored at least 5 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

2023

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

2022

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

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

BOAT: A Bayesian Optimization AutoML Time-series Framework for Industrial Applications.

John Joy Kurian, Marcel Dix, Ido Amihai, Glenn Ceusters, Ajinkya Prabhune

Proceedings of the Seventh IEEE International Conference on Big Data Computing Service and Applications, 2021