AIBullisharXiv – CS AI · 8h ago6/10
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WebClipper: Efficient Evolution of Web Agents with Graph-based Trajectory Pruning
WebClipper is a new framework that optimizes web agent trajectories by pruning redundant reasoning steps through graph-based analysis, reducing tool-call rounds by approximately 20% while maintaining or improving accuracy. The approach models agent search processes as directed acyclic graphs and introduces an F-AE Score metric to measure the balance between accuracy and efficiency in web agent design.