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SCALECUA : Scaling Computer Use Agents with Verifiable Task Synthesis and Efficient Online RL

ScaleCUA scales computer use agents via verifiable synthetic tasks and efficient online RL, achieving new open-source state-of-the-art results on OSWorld and ScienceBoard.

Bowen Lv, Xiao Liu, Yanyu Ren, Hanyu Lai and 6 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026 · ▲ 1 on Hugging Face

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AI panel: 13 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 1/5