UI-MOPD enables continual learning for multi-platform GUI agents
UI-MOPD: Multi-Platform On-Policy Distillation for Continual GUI Agent Learning
Hugging FaceTrending 14
Summary
UI-MOPD, the first multi-teacher on-policy distillation method for GUI agents, addresses cross-platform training challenges. Using the Uni-GUI dataset, it dynamically selects platform-specific teachers and achieves task success rates of 38.2% on OSWorld and 12.0% on MobileWorld.
#multimodal#gui-agent#continual-learning#knowledge-distillation