Successfully executing multi-agent AI systems for complex challenges necessitates a sophisticated management strategy. Each actor click here within the system must interact effectively to accomplish a shared objective. This demands careful structure of the interaction platform, coupled with robust algorithms for planning. Challenges arise in areas