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

arXiv:2610.22031v1 Announce Type: new Abstract: Behavioral consistency across repeated executions provides an informative signal for assessing the reliability of large language model (LLM) agents. However, existing approaches typically summarize consistency wi