Intelligent systems are becoming increasingly popular in a wide range of domains. These agents are designed to carry out tasks autonomously, employing advanced algorithms and data to make strategic decisions. Crafting effective intelligent agents requires a multidisciplinary approach that encompasses areas such as artificial intelligence, computer