I. Introduction
With the development of artificial intelligence and deep learning algorithms [1], [2], [3], [4], [5], there has been significant interest in the development of humanoid robotic arms in various areas of society [6]. These mechanical arms have demonstrated their capability to aid and, in some cases, substitute for human involvement in executing intricate and accurate tasks within industries, healthcare, social services, and other sectors [7], [8]. Of special significance are the humanoid robotic arms integrated with human-like control systems, which are progressively assuming more crucial roles in the day-to-day lives of people.