AI Agent

MMWOZ: Building Multimodal Agent for Task-oriented Dialogue

Pu-Hai Yang, Heyan Huang, Heng-Da Xu, Fanshu Sun, Xian-Ling Mao, Chaoxu Mu

机构 * School of Artificial Intelligence, Anhui University, Hefei, China（人工智能学院，安徽大学，合肥，中国） ； School of Computer Science（计算机科学学院） ； School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China（计算机科学与技术学院，北京理工大学，北京，中国） 纠错

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

MEGA-GUI: Multi-stage Enhanced Grounding Agents for GUI Elements

SeokJoo Kwak, Jihoon Kim, Boyoun Kim, Jung Jae Yoon, Wooseok Jang, Jeonghoon Hong, Jaeho Yang, Yeong-Dae Kwon

机构 * Samsung SDS（三星SDS） 纠错

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

Comments 26 pages, 7 figures. Code available at https://github.com/samsungsds-research-papers/mega-gui

LLM-Powered GUI Agents in Phone Automation: Surveying Progress and Prospects

Guangyi Liu, Pengxiang Zhao, Yaozhen Liang, Liang Liu, Yaxuan Guo, Han Xiao, Weifeng Lin, Yuxiang Chai, Yue Han, Shuai Ren, Hao Wang, Xiaoyu Liang, WenHao Wang, Tianze Wu, Zhengxi Lu, Siheng Chen, LiLinghao, Hao Wang, Guanjing Xiong, Yong Liu, Hongsheng Li

专题命中 GUI与网页智能体 ：agent(abstract)；multi-agent(abstract)

Comments Paper accepted to TMLR 2025, Project Homepage: https://github.com/PhoneLLM/Awesome-LLM-Powered-Phone-GUI-Agents

Autonomous Underwater Cognitive System for Adaptive Navigation: A SLAM-Integrated Cognitive Architecture

K. A. I. N Jayarathne, R. M. N. M. Rathnayaka, D. P. S. S. Peiris

机构 * Department of Computational Mathematics University of Moratuwa（计算数学系大学莫图瓦） 纠错

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

Comments 6 pages, 2 figures

DualTAP: A Dual-Task Adversarial Protector for Mobile MLLM Agents

Fuyao Zhang, Jiaming Zhang, Che Wang, Xiongtao Sun, Yurong Hao, Guowei Guan, Wenjie Li, Longtao Huang, Wei Yang Bryan Lim

专题命中 GUI与网页智能体 ：agent(abstract)

RoboAfford++: A Generative AI-Enhanced Dataset for Multimodal Affordance Learning in Robotic Manipulation and Navigation

Xiaoshuai Hao, Yingbo Tang, Lingfeng Zhang, Yanbiao Ma, Yunfeng Diao, Ziyu Jia, Wenbo Ding, Hangjun Ye, Long Chen

机构 * Xiaomi EV（小米电动车） ； Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所） ； Tsinghua Shenzhen International Graduate School, Tsinghua University（清华大学深圳国际研究生院） ； Gaoling School of Artificial Intelligence, Renmin University of China（中国人民大学 Gallagher人工智能学院） ； School of Computer Science and Information Engineering, Hefei University of Technology（合肥工业大学计算机科学与信息工程学院） 纠错

专题命中 GUI与网页智能体 ：planning(abstract)