Monte carlo-based adaptive controller for building energy efficiency

This article proposed a controller base on On- Policy Monte Carlo Control method. It is aimed at operating indoor systems, such as air conditioner system, lightning system and air flow system. A state-of-the-art policy was found, dealing well with the trade off between power consumption and indoor satisfaction. Compared with fuzzy control, this policy works better than fuzzy control. Its convergence accuracy speed and convergence accuracy are greater than the fuzzy control.