Machine Learning Algorithms & Natural Language Processing

Jul 10, 2026 · Artificial Intelligence

Annotation‑Free Mobile GUI Agents: How MobileForge Builds a Data‑Flywheel

MobileForge introduces an annotation‑free adaptation loop for mobile GUI agents that combines the MobileGym data‑generation platform with the HiFPO hierarchical feedback‑guided policy optimizer, achieving near‑state‑of‑the‑art performance on AndroidWorld and cross‑domain MobileWorld while eliminating manual task labeling and reward design.