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…