In the rapidly evolving landscape of artificial intelligence, autonomous agents are emerging. These intelligent systems exhibit the capability to perform tasks autonomously. In order to leverage the full potential of autonomous agents, we must to empower them with sophisticated AI algorithms. One of the primary roadblocks in this effort is developi