WM-R1: Training GUI Agents to Reason and leverage World Models with Reinforcement Learning
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arXiv:2608.27508v1 Announce Type: new Abstract: GUI agents trained with reinforcement learning (RL) have showcased strong environment learning capabilities on mobile platforms. However, RL typically demands extensive real-environment interactions, leading to high resource costs and instability, esp…
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- 2026-09-01 04:00 · arXiv cs.AI
WM-R1: Training GUI Agents to Reason and leverage World Models with Reinforcement Learning