VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model

Jiani Zheng, Lu Wang, Fangkai Yang +7

Training Vision-Language Models (VLMs) for Graphical User Interfaces (GUI) agents via Reinforcement Learning (RL) faces critical challenges: environment-based RL requires costly in…