The field of artificial intelligence is a rapidly evolving landscape, with the development of intelligent agents at its forefront. These entities are designed to autonomously carry out tasks within complex situations. Architecting such agents necessitates a deep knowledge of computational paradigms, coupled with forward-thinking problem-solving pro