GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent

GUI-explorer is a training-free mobile GUI agent that automatically explores app functionality and mines transition-aware knowledge from observed state changes. It also introduces the GUI-KRB benchmark for mobile GUI reasoning, and shows strong gains on SPA-Bench and AndroidWorld without parameter updates for new apps.

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