Successfully executing multi-agent AI systems for complex problems necessitates a sophisticated coordination strategy. Each actor within the system must interact effectively to accomplish a shared target. This involves careful architecture of the interaction platform, coupled with robust algorithms for decision-making. Challenges arise in areas suc