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