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CUA-Universe: A Scalable and Dynamic Environment for Hybrid GUI+CLI Agents

Shi, Haoting et al.
arXiv (All) · Papers
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artificial-intelligence
Computer-use agents have advanced on benchmarks like OSWorld and AndroidWorld, but still act mostly through the GUI, often producing inefficient trajectories. Real-world computer work is hybrid, combining visual-state inspection with precise, high-throughput command-line operations, so capable agent
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