作者位次 #7/11ACL 2026Poster· Natural Language Processing
Current Agents Fail to Leverage World Model as Tool for Foresight
Cheng Qian · Emre Can Acikgoz · Bingxuan Li · Xiusi Chen · Yuji Zhang · Bingxiang He · Qinyu Luo · Gokhan Tur · Dilek Hakkani-Tür · Yunzhu Li · Heng Ji
摘要
Agents built on vision-language models increasingly face tasks that demand anticipating future states rather than relying on short-horizon reasoning. Generative world models offer a promising remedy: agents could use them as external simulators to foresee outcomes before acting. This paper empiri...