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VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation
Autonomous GUI agents face two fundamental challenges: early stopping, where agents prematurely declare success without verifiable evidence, and repetitive loops, where agents cycle through the same failing actions without recovery. We present VLAA-GUI, a modular GUI agentic framework built around t
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