Successfully deploying multi-agent AI systems for complex tasks necessitates a sophisticated management strategy. Each entity within the system must collaborate effectively to achieve a shared target. This requires careful design check here of the interaction framework, coupled with robust algorithms for planning. Challenges arise in fields such as