In the rapidly evolving landscape of artificial intelligence, autonomous agents are emerging. These intelligent systems demonstrate the capability to execute tasks autonomously. In order to utilize the full potential of autonomous agents, we require to empower them with sophisticated AI algorithms. One of the primary roadblocks in this endeavor is