Tag
The paper proposes Skill-Guided Continuation Distillation (SGCD), an iterative self-improvement framework that uses skill-guided policies to generate supervision for off-trajectory states during closed-loop execution, improving GUI agent success rates on OSWorld-Verified from around 30% to over 50%.