GraphACM: Graph-based Action Consistency Measurement for Uncertainty Quantification in LLM Agents

Yaxin Ma, Wenbo Zhang, Satya Krishna Pothapragada +1

Behavioral consistency across repeated executions provides an informative signal for assessing the reliability of large language model (LLM) agents. However, existing approaches ty…