UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning.

Zhengxi Lu Yuxiang Chai Yaxuan Guo Xi Yin 0011 Liang Liu Hao Wang 0251 Han Xiao 0010 Shuai Ren 0002 Pengxiang Zhao Guangyi Liu Guanjing Xiong Hongsheng Li 0001 UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning. 17608-17616 2026 AAAI https://doi.org/10.1609/aaai.v40i21.38816 conf/aaai/2026 db/conf/aaai/aaai2026.html#LuCGYLWXRZLXL26