An autonomous driving control apparatus and a method for generating a driving path thereof are provided. The autonomous driving control apparatus includes a processor that receives a driving path from a navigation device. The processor is configured to determine whether there is a turn section on the driving path, determines a turn path, a curvature of which continuously changes in response to determining that there is the turn section on the driving path, and outputs the turn path.