Successfully deploying multi-agent AI systems for complex challenges necessitates a sophisticated coordination strategy. Each entity within the system must communicate effectively to attain a shared goal. This demands careful design of the interaction platform, coupled with robust techniques for decision-making. Challenges arise in domains such as