Successfully executing multi-agent AI systems for complex challenges necessitates a sophisticated coordination strategy. Each actor within the system must communicate check here effectively to attain a shared target. This demands careful design of the interaction framework, coupled with robust techniques for decision-making. Challenges arise in are