Successfully implementing multi-agent AI systems for complex challenges necessitates a sophisticated coordination strategy. Each agent within the system must collaborate effectively to achieve a shared target. This demands careful design of the interaction framework, coupled with robust techniques for planning. Challenges arise in areas such as rob