AI & Machine Learning

WebFactory: Automated Compression of Foundational Language Intelligence into Grounded Web Agents

Ali Nemati1 day ago23 sec read4 views0 listens

WebFactory introduces an automated reinforcement learning pipeline that compresses large language models' latent knowledge into efficient, actionable GUI agent behavior using synthetic data from just 10 websites. This method achieves performance comparable to agents trained on extensive human-annotated data, offering a scalable and cost-effective solution for developing interactive web agents.

Read the full article at arXiv cs.AI (Artificial Intelligence)

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