MegaAgent is a new framework designed to enhance LLM-powered multi-agent systems by enabling dynamic task splitting and parallel execution without predefined Standard Operating Procedures. It features a hierarchical structure that allows tasks to be divided and managed by specialized agent groups, leading to significant improvements in scalability and efficiency. MegaAgent's architecture ensures that complex tasks can be completed with high accuracy by facilitating real-time communication and coordination among many agents. Experiments have demonstrated its superior performance and potential for various applications, including policy development and game creation.
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