AI Agent

AppAgent-Pro: A Proactive GUI Agent System for Multidomain Information Integration and User Assistance

Yuyang Zhao, Wentao Shi, Fuli Feng, Xiangnan He

机构 * University of Science and Technology of China（中国科学技术大学） 纠错

专题命中 GUI与网页智能体 ：agent(title,abstract)；分类 cs.AI

Comments Accepted at CIKM 2025. 10 pages, 5 figures. Our code is available at: https://github.com/LaoKuiZe/AppAgent-Pro. The demonstration video could be found at: https://www.dropbox.com/scl/fi/hvzqo5vnusg66srydzixo/AppAgent-Pro-demo-video.mp4?rlkey=o2nlfqgq6ihl125mcqg7bpgqu&st=d29vrzii&dl=0

Journal ref Proceedings of the 34th ACM International Conference on Information and Knowledge Management (CIKM 2025), ACM, 2025

AUTO-Explorer: Automated Data Collection for GUI Agent

Xiangwu Guo, Difei Gao, Mike Zheng Shou

机构 * Show Lab, National University of Singapore（新加坡国立大学展示实验室） 纠错

专题命中 GUI与网页智能体 ：agent(title)；分类 cs.AI

GUI-360$^\circ$: A Comprehensive Dataset and Benchmark for Computer-Using Agents

Jian Mu, Chaoyun Zhang, Chiming Ni, Lu Wang, Bo Qiao, Kartik Mathur, Qianhui Wu, Yuhang Xie, Xiaojun Ma, Mengyu Zhou, Si Qin, Liqun Li, Yu Kang, Minghua Ma, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang

机构 * Nanjing University（南京大学） ； Microsoft（微软） ； ZJU-UIUC（浙大-UIUC） ； Peking University（北京大学） 纠错

专题命中 GUI与网页智能体 ：agent(abstract)；分类 cs.AI

The Dark Side of Rich Rewards: Understanding and Mitigating Noise in VLM Rewards

Sukai Huang, Shu-Wei Liu, Nir Lipovetzky, Trevor Cohn

机构 * Google DeepMind（谷歌DeepMind） 纠错

专题命中 GUI与网页智能体 ：agent(abstract)；分类 cs.LG

Comments accepted by PRL Workshop Series @ ICAPS 2025. 11 main body pages, 21 appendix pages