The Sensuous Lighting Control System using Actor-Critic Algorithm

Abstract

In this research, we create the lighting system that users can order brightness sensuously such as “very lighten” or “little darken” by using Actor-Critic algorithm. This system needs to learn the sensory scale so that it can act depending on 2 kinds of statuses, which are the demand of a user and the brightness around the user. We built up Actor-Critic algorithm with 2 kinds of Actors applying to 2 kinds of states. In this paper, the overview and effectivity of this algorithm are shown.