A training-free GUI agent that autonomously explores apps and mines transition-aware knowledge from screen changes reaches 53.7% success on SPA-Bench Level 3 and 47.4% on AndroidWorld, outperforming prior agents.
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GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent
A training-free GUI agent that autonomously explores apps and mines transition-aware knowledge from screen changes reaches 53.7% success on SPA-Bench Level 3 and 47.4% on AndroidWorld, outperforming prior agents.