Unmanned Ground Vehicles (UGVs) struggle to move safely and efficiently in complex and dynamic environments. Traditional navigation systems may be insufficient to meet these requirements. With Artificial Intelligence-based autonomous navigation systems, UGVs can sense their environment, detect obstacles and create safe routes. This study was tested in a simulation environment.