作者位次 #5/7ACL 2026Poster· Natural Language Processing
W eb S ynthesis: World Model-Guided M onte C arlo Tree Search for Efficient W eb A gent Trajectory Synthesis
Yifei Gao · Junhong Ye · Yifan Yang · Jiaqi Wang · Yi Zhang · Zhang Ruichen · Jitao Sang
摘要
Recent advances in large language models (LLMs) have enabled increasingly capable web agents, yet training such agents still relies on high-quality interaction trajectories that are difficult to obtain at scale. We identify two key challenges: (1) Infrastructure Overhead, where network instabilit...