WM-R1: Training GUI Agents to Reason and leverage World Models with Reinforcement Learning

Yu Han, Tianwen Qian

GUI agents trained with reinforcement learning (RL) have showcased strong environment learning capabilities on mobile platforms. However, RL typically demands extensive real-enviro…