Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents
- Published
- Source
- arXiv
- Paper number
- 779
- Field
- AI / General
- arXiv ID
- 2607.28227
Key points
- It trains and evaluates in a real-device mobile environment with more than 100 actual smartphones and more than 150 apps.
- It uses a mixed GUI and CLI action space, which allows multiple actions to be batched in one turn, and more than 40% of the actions are batched.
- It uses online RL for tasks that run for more than 100 turns, and it accelerates rollouts with 10,000 concurrent environments.
- It reaches 82.1% on MobileWorld, 79.5% on OSWorld-Verified, and 73.6% on WebArena.
- It supports notification-driven spontaneous service starts and cross-platform workflows between mobile and PC.
Paper links
External research summaries. These are not HDATF publications or measured product results.