Multi-agent artificial intelligence (AI) is revolutionizing our ability to tackle intricate tasks by facilitating independent agents to coordinate. These intelligent entities can concentrate on distinct aspects of a problem, leveraging their aggregate knowledge and assets to achieve superior results. This paradigm shift in AI offers remarkable pos