[PDF][PDF] Optimizing Task Planning Efficiency in LLMs: Beyond Closed-Loop Systems

L Liu, A Nair, T Peng, S Desai, M Gupta… - Authorea …, 2024 - researchgate.net
Large language models (LLMs) have shown great promise in task execution, but traditional
closed-loop systems limit their planning efficiency. Addressing this challenge, we introduce …