Silas Kalmbach

Systematic Reward Shaping for Deep Reinforcement Learning Control of Adaptive Facades

Buildings consume about 40% of global energy [1], with the building envelope being the major link between climatic conditions and energy consumption. Adaptive facades are dynamic shading elements for buildings that modulate the admission of daylight and solar gains. While adaptive facades are mature technologies, assoc...