AIBullisharXiv – CS AI · 8h ago6/10
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Online Skill Learning for Web Agents via State-Grounded Dynamic Retrieval
Researchers introduce State-Grounded Dynamic Retrieval (SGDR), a new method enabling language agents to dynamically reuse learned skills during web automation tasks. By matching skills to both task goals and current webpage states rather than fixed skill sets, SGDR achieves 10.6% relative performance gains over existing approaches on complex multi-step web tasks.
🧠 GPT-4