Author

F. Faisal

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#artificial intelligence Preprint Sep 2026

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

Results show that static filtering produces a compact inventory of APIs expected to support core, high-likelihood tasks, while dynamic reselection further tailors that inventory to observed user needs, demonstrating the value of user-aligned capability management for efficient web agents.

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

#artificial intelligence Apr 2026

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. · arXiv.org · 17 citations