Successfully deploying multi-agent AI systems for complex problems necessitates a sophisticated coordination strategy. Each actor within the system must collaborate effectively to achieve a shared objective. This involves careful structure of the interaction framework, coupled with robust techniques for planning. Challenges arise in domains such as