Multi-source Transfer Learning in Reinforcement Learning-based Home Battery Controller. - Seyed Soroush Karimi Madahi; Toon Van Puyvelde; Gargya Gokhale; Bert Claessens; Chris Develder (BuildSys, 2024)

HomeLabGym: A real-world testbed for home energy management systems. - Toon Van Puyvelde; Marie-Sophie Verwee; Gargya Gokhale; Mehran Zareh Eshghdoust; Chris Develder (e-Energy, 2024)

Interpretable reinforcement learning for heat pump control through asymmetric differentiable decision trees. - Toon Van Puyvelde; Mehran Zareh Eshghdoust; Chris Develder (e-Energy, 2025)

Interpretable reinforcement learning for heat pump control through asymmetric differentiable decision trees. - Toon Van Puyvelde; Mehran Zareh; Chris Develder (CoRR, 2025)