The field of artificial intelligence advances at a remarkable pace, with researchers constantly striving to develop more sophisticated autonomous agents. These agents have the potential to numerous sectors, from transportation to entertainment. A key goal in this endeavor lies in enabling artificial agents with the capability to evolve independentl