Toon Van Puyvelde

According to our database, Toon Van Puyvelde authored at least 4 papers between 2024 and 2025.

Collaborative distances:

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

2025

Interpretable reinforcement learning for heat pump control through asymmetric differentiable decision trees.

Toon Van Puyvelde, Mehran Zareh, Chris Develder

CoRR, June, 2025

Interpretable reinforcement learning for heat pump control through asymmetric differentiable decision trees.

Toon Van Puyvelde, Mehran Zareh Eshghdoust, Chris Develder

Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems, 2025

2024

HomeLabGym: A real-world testbed for home energy management systems.

Toon Van Puyvelde, Marie-Sophie Verwee, Gargya Gokhale, Mehran Zareh Eshghdoust, Chris Develder

Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems, 2024

Multi-source Transfer Learning in Reinforcement Learning-based Home Battery Controller.

Seyed Soroush Karimi Madahi, Toon Van Puyvelde, Gargya Gokhale, Bert Claessens, Chris Develder

Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, 2024