Preprint
Oct 2026
MAPLE: A Multimodal Mobile Agent with Playbook-Learned Experience
Autonomous agents powered by vision-language models (VLMs) show great potential in navigating mobile graphical user interfaces (GUIs) to complete complex tasks. However, existing paradigms face fundamental scalability bottlenecks: fine-tuning requires massive high-fidelity datasets or prohibitive training time and comp...
Jun Wang, A. Wei, L. Spangher et al.
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