作者位次 #2/8ACL 2026Findings· Findings of ACL
W eb U ncertainty: Dual-Level Uncertainty Driven Planning and Reasoning For Autonomous Web Agent
Lingfeng Zhang · Yongan Sun · Jinpeng Hu · Hui Ma · Ying Yang · Kuien Liu · Zenglin Shi · Meng Wang
摘要
Recent advancements in large language models (LLMs) have empowered autonomous web agents to execute natural language instructions directly on real-world webpages. However, existing agents often struggle with complex tasks involving dynamic interactions and long-horizon execution due to rigid plan...