most citedInterpretable reinforcement learning for heat pump control through asymmetric differentiable decision trees

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eess.SY2025★ 1 cited

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

Toon Van Puyvelde, Mehran Zareh, Chris Develder

In recent years, deep reinforcement learning (DRL) algorithms have gained traction in home energy management systems. However, their adoption by energy management companies remains…

eess.SY2024

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

Toon Van Puyvelde, Marie-Sophie Verwee, Gargya Gokhale +2

Amid growing environmental concerns and resulting energy costs, there is a rising need for efficient Home Energy Management Systems (HEMS). Evaluating such innovative HEMS solution…