Multi-agent artificial intelligence (AI) is revolutionizing our skill to tackle demanding tasks by facilitating autonomous agents to collaborate. These intelligent entities can focus on specific aspects of a problem, leveraging their aggregate knowledge and strengths to achieve optimal results. Thi