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cs.AI 1

years

2025 1

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UNVERDICTED 1

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SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills

cs.AI · 2025-04-09 · unverdicted · novelty 6.0

Web agents using SkillWeaver autonomously discover, practice, and distill website interactions into lightweight reusable APIs, delivering 31.8% and 39.8% relative success gains on WebArena and real sites plus up to 54.3% transfer improvements.

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  • SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills cs.AI · 2025-04-09 · unverdicted · none · ref 26

    Web agents using SkillWeaver autonomously discover, practice, and distill website interactions into lightweight reusable APIs, delivering 31.8% and 39.8% relative success gains on WebArena and real sites plus up to 54.3% transfer improvements.