This study deals with sweeping algorithms of robotic vacuum cleaner appliances using machine learning. Firstly, the authors confirm whether learning of spiral is possible by preliminary experiment. Then, spiral movement is moved at random parameter and spiral movement is made by machine learning are evaluated by numerial simulation.
