The technology in the field of robotics is continuously advancing, supported by developments in electronics and control systems. As a result, robots are increasingly being used to serve human needs, known as service robots. One of the critical components in a robot's movement is the arm, which acts as the robot's controller. However, previous research methods have not been optimal for controlli…