From Sequence to Structure: Relational Uncertainty Propagation for LLM Agents

Zhengzhao Ma. Boxi Cao, Zhengzhao Ma, Boxi Cao +4

Reliable uncertainty quantification (UQ) is essential for deploying large language model (LLM) agents in complex interactive environments. Existing UQ methods largely rely on local…