Successfully deploying multi-agent AI systems for complex tasks necessitates a sophisticated orchestration strategy. Each actor within the system must interact effectively to accomplish a shared objective. This demands careful design of the interaction platform, coupled with robust methods for decision-making. Challenges arise in domains such as ro