AutoSurfer uses breadth-first exploration and trajectory-guided synthesis to produce diverse web trajectories, raising fine-tuned Qwen2.5-VL-7B task completion on WebArena to 24.23% from 19.59% for prior methods.
• First, identify short tasks that cover panel/header/sidebar elements, typically located at the top or left or right side of the screenshot
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AutoSurfer -- Teaching Web Agents through Comprehensive Surfing, Learning, and Modeling
AutoSurfer uses breadth-first exploration and trajectory-guided synthesis to produce diverse web trajectories, raising fine-tuned Qwen2.5-VL-7B task completion on WebArena to 24.23% from 19.59% for prior methods.