ir. Toon Van Puyvelde Faculty of Engineering and Architecture > Department of Information technology ORCID iD 0009-0002-0785-4028 1 – 3 of 3 publications Show 20 5 10 15 20 50 100 250 Sort by year (new to old) Actions Filter publications Download search results Subscribe to news feed Add to list Conference Paper P1 Interpretable reinforcement learning for heat pump control through asymmetric differentiable decision trees Toon Van Puyvelde (UGent) , M. Zareh and Chris Develder (UGent) (2025) PROCEEDINGS OF THE 2025 THE 16TH ACM INTERNATIONAL CONFERENCE ON FUTURE AND SUSTAINABLE ENERGY SYSTEMS, E-ENERGY 2025. p.968-972 Add to list Conference Paper P1 open access Multi-source transfer learning in reinforcement learning-based home battery controller Seyedsoroush Karimi Madahi (UGent) , Toon Van Puyvelde (UGent) , Gargya Gokhale (UGent) , Bert Claessens (UGent) and Chris Develder (UGent) (2024) PROCEEDINGS OF THE 2024 THE 11TH ACM INTERNATIONAL CONFERENCE ON SYSTEMS FOR ENERGY-EFFICIENT BUILDINGS, CITIES, AND TRANSPORTATION, BUILDSYS 2024. p.341-345 Add to list Conference Paper P1 HomeLabGym : a real-world testbed for home energy management systems Toon Van Puyvelde (UGent) , Marie-Sophie Verwee (UGent) , Gargya Gokhale (UGent) , Mehran Zareh-Eshdoust and Chris Develder (UGent) (2024) PROCEEDINGS OF THE 15TH ACM INTERNATIONAL CONFERENCE ON FUTURE AND SUSTAINABLE ENERGY SYSTEMS, E-ENERGY 2024. p.478-479