AI Agent

The Distribution Shift Problem in Transportation Networks using Reinforcement Learning and AI

Federico Taschin, Abderrahmane Lazaraq, Ozan K. Tonguz, Inci Ozgunes

机构 * Carnegie Mellon University（卡内基梅隆大学） ； KTH Royal Institute of Technology（皇家理工学院） 纠错

专题命中 记忆与上下文管理 ：AI agent(abstract)；分类 cs.AI

Diagnostics of cognitive failures in multi-agent expert systems using dynamic evaluation protocols and subsequent mutation of the processing context

Andrejs Sorstkins, Josh Bailey, Dr Alistair Baron

机构 * School of Computing and Communications（计算与通讯学院） ； Lancaster University（兰卡斯特大学） 纠错

专题命中 Agent评测 ：agent(title,abstract)；multi-agent(title,abstract)；tool use(abstract)；planning(abstract)

Comments Dissertation and research project created in collaboration with JobFair LTD

The Anatomy of a Personal Health Agent

A. Ali Heydari, Ken Gu, Vidya Srinivas, Hong Yu, Zhihan Zhang, Yuwei Zhang, Akshay Paruchuri, Qian He, Hamid Palangi, Nova Hammerquist, Ahmed A. Metwally, Brent Winslow, Yubin Kim, Kumar Ayush, Yuzhe Yang, Girish Narayanswamy, Maxwell A. Xu, Jake Garrison, Amy Armento Lee, Jenny Vafeiadou, Ben Graef, Isaac R. Galatzer-Levy, Erik Schenck, Andrew Barakat, Javier Perez, Jacqueline Shreibati, John Hernandez, Anthony Z. Faranesh, Javier L. Prieto, Connor Heneghan, Yun Liu, Jiening Zhan, Mark Malhotra, Shwetak Patel, Tim Althoff, Xin Liu, Daniel McDuff, Xuhai "Orson" Xu

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

Comments Minor updates to the manuscript (V2)

EHR-MCP: Real-world Evaluation of Clinical Information Retrieval by Large Language Models via Model Context Protocol

Kanato Masayoshi, Masahiro Hashimoto, Ryoichi Yokoyama, Naoki Toda, Yoshifumi Uwamino, Shogo Fukuda, Ho Namkoong, Masahiro Jinzaki

机构 * Department of Radiology, Keio University Hospital, Tokyo, Japan（Keio大学医院放射科） ； Division of Infectious Diseases and Infection Control, Keio University Hospital, Tokyo, Japan（Keio大学医院感染病学与感染控制科） 纠错

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

Using Natural Language for Human-Robot Collaboration in the Real World

Peter Lindes, Kaoutar Skiker

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

Comments 34 pages, 11 figures, 5 tables. Submitted for publication (2026) in W.F. Lawless, Ranjeev Mittu, Shannon P. McGrarry, & Marco Brambilla (Eds.), Generative AI Risks and Benefits within Human-Machine Teams, Elsevier, Chapter 6

UXAgent: A System for Simulating Usability Testing of Web Design with LLM Agents

Yuxuan Lu, Bingsheng Yao, Hansu Gu, Jing Huang, Jessie Wang, Yang Li, Jiri Gesi, Qi He, Toby Jia-Jun Li, Dakuo Wang

机构 * Northeastern University（东北大学） ； Amazon（亚马逊） ； University of Notre Dame（诺特尔大学） 纠错

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

Towards Robust Visual Continual Learning with Multi-Prototype Supervision

Xiwei Liu, Yulong Li, Yichen Li, Xinlin Zhuang, Haolin Yang, Huifa Li, Imran Razzak

机构 * Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学） ； Huazhong University of Science and Technology（华中科技大学） ； East China Normal University（东华大学） 纠错

专题命中 Agent评测 ：agent(abstract)

Decentralized Estimation and Control for Leader-Follower Networked Systems with Asymmetric Information Structure

Yiting Luo, Wei Wang, Qingyuan Qi, Yang Liu, Jian Xu

专题命中 Agent评测 ：agent(abstract)

Comments 17 pages, 7 figures

The Quantum Control Hierarchy: When Physics-Informed Design Meets Machine Learning

Atta ur Rahman, M. Y. Abd-Rabbou, Cong-feng Qiao

专题命中 Agent评测 ：agent(abstract)

Hybrid Learning and Optimization methods for solving Capacitated Vehicle Routing Problem

Monit Sharma, Hoong Chuin Lau

专题命中 Agent评测 ：agent(abstract)

Comments 25 pages, 6 figures,2 tables