Lightweight Neural App Control

Introduces LiMAC, a lightweight neural framework for Android app control that combines an Action Transformer with fine-tuned vision-language models. The paper reports large gains over prompt-only baselines on mobile control benchmarks while keeping the control stack compact.

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