视觉大模型 / VLM

MobileRL: Online Agentic Reinforcement Learning for Mobile GUI Agents

Yifan Xu, Xiao Liu, Xinghan Liu, Jiaqi Fu, Hanchen Zhang, Bohao Jing, Shudan Zhang, Yuting Wang, Wenyi Zhao, Yuxiao Dong

机构 * Tsinghua University（清华大学） 纠错

专题命中 GUI与屏幕智能体 ：vision language model(abstract)；分类 cs.AI、cs.LG

Surfer 2: The Next Generation of Cross-Platform Computer Use Agents

Mathieu Andreux, Märt Bakler, Yanael Barbier, Hamza Benchekroun, Emilien Biré, Antoine Bonnet, Riaz Bordie, Nathan Bout, Matthias Brunel, Aleix Cambray, Pierre-Louis Cedoz, Antoine Chassang, Gautier Cloix, Ethan Connelly, Alexandra Constantinou, Ramzi De Coster, Hubert de la Jonquiere, Aurélien Delfosse, Maxime Delpit, Alexis Deprez, Augustin Derupti, Mathieu Diaz, Shannon D'Souza, Julie Dujardin, Abai Edmund, Michael Eickenberg, Armand Fatalot, Wissem Felissi, Isaac Herring, Xavier Koegler, Erwan Le Jumeau de Kergaradec, Aurélien Lac, Maxime Langevin, Corentin Lauverjat, Antonio Loison, Avshalom Manevich, Axel Moyal, Axel Nguyen Kerbel, Marinela Parovic, Julien Revelle, Guillaume Richard, Mats Richter, Ronan Riochet, María Santos, Romain Savidan, Laurent Sifre, Maxime Theillard, Marc Thibault, Ivan Valentini, Tony Wu, Laura Yie, Kai Yuan, Jevgenij Zubovskij

专题命中 GUI与屏幕智能体 ：vision language model(abstract)；分类 cs.AI

Comments 21 pages, 9 figures, 2 tables

BEAST: Efficient Tokenization of B-Splines Encoded Action Sequences for Imitation Learning

Hongyi Zhou, Weiran Liao, Xi Huang, Yucheng Tang, Fabian Otto, Xiaogang Jia, Xinkai Jiang, Simon Hilber, Ge Li, Qian Wang, Ömer Erdinç Yağmurlu, Nils Blank, Moritz Reuss, Rudolf Lioutikov

机构 * Karlsruhe Institute of Technology（卡尔斯鲁厄理工大学） ； Robotics Institute Germany（德国机器人研究所） ； Microsoft Research（微软研究院） 纠错

专题命中 GUI与屏幕智能体 ：vision-language model(abstract)；分类 cs.LG

Comments Accepted by NeurIPS 2025