UI-Venus Technical Report: Building High-performance UI Agents with RFT. - Zhangxuan Gu; Zhengwen Zeng; Zhenyu Xu; Xingran Zhou; Shuheng Shen; Yunfei Liu; Beitong Zhou; Changhua Meng; Tianyu Xia; Weizhi Chen; Yue Wen; Jingya Dou; et al. (CoRR, 2025)

Atom-Searcher: Enhancing Agentic Deep Research via Fine-Grained Atomic Thought Reward. - Yong Deng; Guoqing Wang; Zhenzhe Ying; Xiaofeng Wu; Jinzhen Lin; Wenwen Xiong; Yuqin Dai; Shuo Yang; Zhanwei Zhang; Qiwen Wang; Yang Qin; Yuan Wang; et al. (CoRR, 2025)