As artificial here intelligence (AI) develops at a breakneck pace, the concept of autonomous agents is no longer science fiction. These intelligent entities have the potential to revolutionize numerous industries and aspects of our daily lives. To fully realize this potential, it is crucial to equip autonomous agents with robust cognitive capabilit