AI Agent

Scan-do Attitude: Towards Autonomous CT Protocol Management using a Large Language Model Agent

Xingjian Kang, Linda Vorberg, Andreas Maier, Alexander Katzmann, Oliver Taubmann

机构 * Pattern Recognition Lab, Friedrich-Alexander Universität Erlangen-Nürnberg（模式识别实验室，弗赖堡-艾尔朗根-纽伦堡大学） ； Computed Tomography, Siemens Healthineers（计算机断层扫描，西门子医疗） 纠错

专题命中 Agent评测 ：agent(title,abstract)；workflow(abstract)；分类 cs.AI、cs.CL

UserRL: Training Interactive User-Centric Agent via Reinforcement Learning

Cheng Qian, Zuxin Liu, Akshara Prabhakar, Jielin Qiu, Zhiwei Liu, Haolin Chen, Shirley Kokane, Heng Ji, Weiran Yao, Shelby Heinecke, Silvio Savarese, Caiming Xiong, Huan Wang

机构 * Salesforce AI Research（Salesforce AI研究院） ； University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

专题命中 Agent评测 ：agent(title)；agentic(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments 28 Pages, 15 Figures, 6 Tables; Built upon latest UserBench release: arXiv:2507.22034

MVVM: Deploy Your AI Agents-Securely, Efficiently, Everywhere

Yiwei Yang, Aibo Hu, Yusheng Zheng, Brian Zhao, Xinqi Zhang, Dawei Xiang, Kexin Chu, Wei Zhang, Andi Quinn

专题命中 Agent评测 ：AI agent(title,abstract)；agent(abstract)

Nano Bio-Agents (NBA): Small Language Model Agents for Genomics

George Hong, Daniel Trejo Banos

专题命中 Agent评测 ：agent(abstract)；agentic(abstract)；分类 cs.AI

FedRAIN-Lite: Federated Reinforcement Algorithms for Improving Idealised Numerical Weather and Climate Models

Pritthijit Nath, Sebastian Schemm, Henry Moss, Peter Haynes, Emily Shuckburgh, Mark Webb

机构 * Department of Applied Mathematics and Theoretical Physics, University of Cambridge（剑桥大学应用数学与理论物理系） ； School of Mathematical Sciences, Lancaster University（兰卡斯特大学数学科学学院） ； Department of Computer Science and Technology, University of Cambridge（剑桥大学计算机科学与技术系） ； Met Office Hadley Centre（英国气象局哈德利中心） 纠错

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.LG

Comments Accepted for poster presentation at the NeurIPS 2025 workshop on Tackling Climate Change with Machine Learning. 21 pages, 6 figures

Self-evolved Imitation Learning in Simulated World

Yifan Ye, Jun Cen, Jing Chen, Zhihe Lu

机构 * College of Science and Engineering, Hamad Bin Khalifa University（1 科学与工程学院，哈马德·本·卡西姆大学） ； College of Computer Science and Technology, Zhejiang University（2 计算机科学与技术学院，浙江大学） ； Guangdong Provincial Key Laboratory of Sensing Physics and System Integration Applications（4 广东省传感物理与系统集成应用重点实验室） 纠错

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI、cs.LG

Poster: ChatIYP: Enabling Natural Language Access to the Internet Yellow Pages Database

Vasilis Andritsoudis, Pavlos Sermpezis, Ilias Dimitriadis, Athena Vakali

机构 * Aristotle University of Thessaloniki Thessaloniki Greece ； Measurement Lab\ for Science \& Society Portland OR United States ； Aristotle University of Thessaloniki ； Measurement Lab\ for Science \& Society 纠错

专题命中 Agent评测 ：AI agent(abstract)；分类 cs.LG

Comments ACM Internet Measurement Conference (IMC) 2025

EndoBench: A Comprehensive Evaluation of Multi-Modal Large Language Models for Endoscopy Analysis

Shengyuan Liu, Boyun Zheng, Wenting Chen, Zhihao Peng, Zhenfei Yin, Jing Shao, Jiancong Hu, Yixuan Yuan

机构 * Chinese University of Hong Kong（中国香港大学） ； City University of Hong Kong（香港城市大学） ； University of Oxford（牛津大学） ； Shanghai AI Laboratory（上海人工智能实验室） ； The Sixth Affiliated Hospital, Sun Yat-sen University（中山大学第六附属医院） 纠错

专题命中 Agent评测 ：workflow(abstract)

Comments 40 pages, 22 figures; Accepted by NeurIPS 2025 Dataset and Benchmark Track

Dispersion Formation Control: from Geometry to Distribution

Jin Chen, Jesus Bautista Villar, Bayu Jayawardhana, Hector Garcia de Marina

专题命中 Agent评测 ：agent(abstract)

Comments 8 pages, 4 figures

Learning to Stop: Reinforcement Learning for Efficient Patient-Level Echocardiographic Classification

Woo-Jin Cho Kim, Jorge Oliveira, Arian Beqiri, Alex Thorley, Jordan Strom, Jamie O'Driscoll, Rajan Sharma, Jeremy Slivnick, Roberto Lang, Alberto Gomez, Agisilaos Chartsias

机构 * Ultromics Ltd.（Ultromics有限公司） ； Beth Israel Deaconess Medical Center（贝瑟尔以色列德acons医院） ； University of Leicester（利兹大学） ； St George’s University Hospitals NHS Foundation Trust（圣乔治医院国家健康服务基金会信托） ； University of Chicago Medicine（芝加哥大学医学部） 纠错

专题命中 Agent评测 ：agent(abstract)

Comments published in MICCAI-ASMUS 2025

Geometric Hyperscanning of Affect under Active Inference

Nicolas Hinrichs, Mahault Albarracin, Dimitris Bolis, Yuyue Jiang, Leonardo Christov-Moore, Leonhard Schilbach

专题命中 Agent评测 ：agent(abstract)

Comments 12 pages excl. references, 2 figures, and 2 appendixes. Accepted at the 6th International Workshop on Active Inference

Asymmetric Feedback Learning in Online Convex Games

Zifan Wang, Xinlei Yi, Yi Shen, Michael M. Zavlanos, Karl H. Johansson

专题命中 Agent评测 ：agent(abstract)