Successfully executing multi-agent AI systems more info for complex challenges necessitates a sophisticated management strategy. Each agent within the system must interact effectively to achieve a shared objective. This demands careful design of the interaction platform, coupled with robust techniques for planning. Challenges arise in areas such as