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