Efficient Non-Parametric Uncertainty Quantification for Black-Box Large Language Models and Decision Planning

Yao-Hung Hubert Tsai, Walter Talbott, Jian Zhang

Step-by-step decision planning with large language models (LLMs) is gaining attention in AI agent development. This paper focuses on decision planning with uncertainty estimation t…