Successfully implementing multi-agent AI systems for complex problems necessitates a sophisticated management strategy. Each actor within the system must interact effectively to achieve a shared target. This involves careful check here structure of the interaction mechanism, coupled with robust techniques for planning. Challenges arise in areas suc