Intelligent systems are gaining increasingly relevant in a wide range of fields. These agents are designed to carry out tasks autonomously, employing advanced algorithms and information to make strategic decisions. Crafting effective intelligent agents requires a multidisciplinary approach that encompasses areas such as machine intelligence, syste