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F. Faisal

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#artificial intelligence Preprint Sep 2026

AutoTailor: Automatic, User-Aligned Capability Selection and Adaptation for Web Agents

Web agents can utilize reusable tools to reduce the cost and latency of low-level browser interaction, but automatically discovered tool collections can be large, redundant, and poorly aligned with user demand. We present AutoTailor, a meta-agentic framework for constructing and maintaining a compact set of trajectory-...

Xin-Yun Cao, Adriana Szekeres, F. Faisal · 0 citations

WebXSkill: Skill Learning for Autonomous Web Agents

This work introduces WebXSkill, a framework that bridges a grounding gap with executable skills, each pairing a parameterized action program with step-level natural-language guidance, and finds that better skill deployment mode depends on a model's plan and execution capability.

Zhaoyang Wang, Qianhui Wu, Xuchao Zhang et al. · 17 citations

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