04:00
2026-06-15
arxiv.org
large-language-models
UP-NRPA: User Portrait based Nested Rollout Policy Adaptation for Planning with Large Language Models in Goal-oriented Dialogue Systems
Researchers propose UP-NRPA, an online framework using large language models for dynamic dialogue policy adaptation based on user portraits, achieving a 100% success rate in multiple dialogue tasks an…