重新规划、修复还是编辑？资源中断下旅行智能体行程修订的统一实证评估
内容导读
旅行规划智能体生成的行程在被接受后，可能因航班取消、酒店无房或景点关闭而变得不可行。修订此类行程涉及完全重新规划、传统计划修复和基于大语言模型的旅行智能体修订，但它们不同的任务定义和评估协议阻碍了比较。我们使用两套源自TREK的基准数据集开展系统性实证研究：500个单一干扰案例，其中包括可行与不可行……
对照原文
Replan, Repair, or Edit? A Unified Empirical Evaluation of Travel Agents for Itinerary Revision under Resource Disruptions
Travel-planning agents generate itineraries that may become infeasible after acceptance because of flight cancellations, hotel unavailability, or attraction closures. Revising these itineraries involves full replanning, classical plan repair, and LLM-based travel-agent revision, whose differing task formulations and evaluation protocols hinder comparison. We conduct a systematic empirical study using two TREK-derived benchmark sets: 500 single-disruption cases, including feasible and infeasible …
SOURCES · 01
相关来源
- 01arXiv · AI 文旅预印本原文
arxiv.org