AI RESEARCH
How Mobile World Model Guides GUI Agents?
arXiv CS.AI
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ArXi:2605.10347v1 Announce Type: new Recent advances in vision-language models have enabled mobile GUI agents to perceive visual interfaces and execute user instructions, but reliable prediction of action consequences remains critical for long-horizon and high-risk interactions. Existing mobile world models provide either text-based or image-based future states, yet it remains unclear which representation is useful, whether generated rollouts can replace real environments, and how test-time guidance helps agents of different strengths.