VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation.

arXiv:2604.21375v3 Announce Type: replace-cross Abstract: 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 fai