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Why Generate a Click? Plug-in Decision Heads for Web Agents

Gan, Chengguang et al.
arXiv (All) · Papers
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computation-and-language
Web agents built on vision language models decide every action by generating text such as click(12), although most of that text encodes a choice among a few action types and a few dozen marked elements. We read these choices directly from the hidden states that the generator computes while it reads
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