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

Paper recorded by Signals 4 on 2026-09-04 in cs.AI. Abstract reproduced from arXiv; link to the original below.

Published 2026-09-04 on arXiv · recorded by Signals 4 on 2026-09-07

Category: cs.AI · 人工智能 · first seen 2026-09-07

Abstract

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 agents must coordinate both modalities over shared application state. Yet scalable hybrid environments re

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#169 most recent of 300 cs.AI papers we have recorded · ↑ newer: What Matters, When? Diagnosing and Improving Conditional Visual Ground · ↓ older: When LLM Decompilers Recompile More and Preserve Less
Cite this page: CUA-Universe: A Scalable and Dynamic Environment for Hybrid GUI+CLI Agents: the #169 most recent of 300 cs.AI papers we have recorded (as of 2026-09-04). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/cua-universe-a-scalable-and-dynamic-environment-for-hybrid-gui-cli-agents.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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