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About this paper
Dingbang Wu, Rui Hao, Haiyang Wang, Shuzhe Wu, Han Xiao, Zhenghong Li, Bojiang Zhou, Zheng Ju and 3 more
MobileGym provides a restorable phone simulation for training and evaluating GUI agents. It represents environment state as structured data researchers can configure, restore, and fork, while agents interact through screenshots and actions. On 59 real-device tasks, training raised success from 32.2% to 72.9%, retaining 95.1% of the simulation gain; the authors call this an existence proof, not comprehensive sim-to-real evidence.
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