MobileExplorer: Accelerating On-Device Inference for Mobile GUI Agents via Online Exploration

In three linesMobileExplorer accelerates on-device inference for mobile GUI agents through online exploration. The framework exploits VLM reasoning time to parallelly probe UI elements, recording exploration traces as structured memory. With a two-level rollback mechanism, it reduces reasoning steps and end-to-end latency by 23% on AndroidWorld.

Summary generated by Claude — human-verified