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What is Planner Agent about?

This paper introduces Meta-Task Planning (MTP), a zero-shot methodology for enhancing planning in collaborative large language model (LLM)-based multi-agent systems by decomposing complex tasks into manageable meta-tasks. MTP significantly outperforms existing planning methods, achieving a 40% success rate on the TravelPlanner benchmark compared to the previous state-of-the-art of 2.92%. The framework includes a manager for task decomposition, executor agents for execution, and a supervisor for refining tas

Author

Vo Nhu Y

Language

EN