AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning

9月 1, 2025·
Zhong Zhang
Equal contribution
,
Yaxi Lu
Equal contribution
,
Yikun Fu
,
Yupeng Huo
,
Shenzhi Yang
,
Yesai Wu
,
Han Si
,
Xin Cong
Haotian Chen
Haotian Chen
,
Yankai Lin
,
et al.
,
Zhiyuan Liu
,
Maosong Sun
· 0 分钟阅读时长
摘要
We build a multimodal LLM-based GUI agent with visual interface perception, task understanding, and reasoning & planning for autonomous control of mobile and desktop platforms.
类型
出版物
In EMNLP 2025 Demo
publications
Haotian Chen
Authors
Research Assistant Professor
I am a Research Assistant Professor at the School of Artificial Intelligence, Shanghai Jiao Tong University, where I work with Prof. Junchi Yan at RethinkLab. I study how to build AI systems that can automate long-horizon, effort-intensive, and creativity-demanding tasks such as research, engineering, and development. My current work focuses on autonomous agents, large language models, and AI4Research. Before joining SJTU, I received my PhD in Data Science from Fudan University, advised by Prof. Xiangdong Zhou, and completed postdoctoral research at Tsinghua University (THUNLP), working with Prof. Zhiyuan Liu and Prof. Maosong Sun. I was also a research intern at the Machine Learning Research Group of Microsoft Research Asia, mentored by Xiao Yang, and at the Institute for Interdisciplinary Information Sciences (IIIS), Tsinghua University, working with Prof. Yang Yu.