AI Agent

The Social Laboratory: A Psychometric Framework for Multi-Agent LLM Evaluation

Zarreen Reza

机构 * Independent researcher（独立研究者） 纠错

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

Comments 39th Conference on Neural Information Processing Systems (NeurIPS 2025) Workshop on Evaluating the Evolving LLM Lifecycle: Benchmarks, Emergent Abilities, and Scaling

BioinfoMCP: A Unified Platform Enabling MCP Interfaces in Agentic Bioinformatics

Florensia Widjaja, Zhangtianyi Chen, Juexiao Zhou

机构 * School of Data Science, The Chinese University of Hong Kong, Shenzhen (CUHK Shenzhen)（数据科学学院，香港中文大学（深圳）） 纠错

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

Comments 20 pages, 8 figures, 3 tables

EMR-AGENT: Automating Cohort and Feature Extraction from EMR Databases

Kwanhyung Lee, Sungsoo Hong, Joonhyung Park, Jeonghyeop Lim, Juhwan Choi, Donghwee Yoon, Eunho Yang

机构 * AITRICS ； Korea Advanced Institute of Science and Technology（韩国科学技术院） 纠错

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

Comments currently under submission to ICLR 2026

The Measurement Imbalance in Agentic AI Evaluation Undermines Industry Productivity Claims

Kiana Jafari Meimandi, Gabriela Aránguiz-Dias, Grace Ra Kim, Lana Saadeddin, Allie Griffith, Mykel J. Kochenderfer

专题命中 Agent评测 ：agentic(title,abstract)

Comments 15 pages, 3 figures

Physics-Informed Learning for Time-Resolved Angiographic Contrast Agent Concentration Reconstruction

Noah Maul, Annette Birkhold, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Philipp Berg, Markus Kowarschik, Andreas Maier

专题命中 Agent评测 ：agent(title,abstract)

Position: Privacy Is Not Just Memorization!

Niloofar Mireshghallah, Tianshi Li

机构 * Carnegie Mellon University（卡内基梅隆大学） ； Northeastern University（东北大学） 纠错

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

Comments 27 pages, 6 figures, 2 tables

Secure Multi-Modal Data Fusion in Federated Digital Health Systems via MCP

Aueaphum Aueawatthanaphisut

机构 * School of Information, Computer, and Communication Technology（信息、计算机与通信技术学院） ； Sirindhorn International Institute of Technology, Thammasat University（泰国朱拉安吞国际技术学院，泰国 Thammasat 大学） 纠错

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

Comments 6 pages, 8 figures, 7 equations, 1 algorithm

AgentDAM: Privacy Leakage Evaluation for Autonomous Web Agents

Arman Zharmagambetov, Chuan Guo, Ivan Evtimov, Maya Pavlova, Ruslan Salakhutdinov, Kamalika Chaudhuri

机构 * FAIR at Meta（Meta 的公平性研究部门） 纠错

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

Comments Accepted to NeurIPS 2025 (D&B track), project page: https://github.com/facebookresearch/ai-agent-privacy

Human-AI Teaming Co-Learning in Military Operations

Clara Maathuis, Kasper Cools

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

Comments Submitted to Sensors + Imaging; presented on 18th of September (Artificial Intelligence for Security and Defence Applications III)

Automating Data-Driven Modeling and Analysis for Engineering Applications using Large Language Model Agents

Yang Liu, Zaid Abulawi, Abhiram Garimidi, Doyeong Lim

机构 * Department of Nuclear Engineering, Texas A\&M University（核工程系，德克萨斯A&M大学） 纠错

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

Just Do It!? Computer-Use Agents Exhibit Blind Goal-Directedness

Erfan Shayegani, Keegan Hines, Yue Dong, Nael Abu-Ghazaleh, Roman Lutz, Spencer Whitehead, Vidhisha Balachandran, Besmira Nushi, Vibhav Vineet

机构 * Microsoft Research AI Frontiers（微软研究院人工智能前沿） ； Microsoft AI Red Team（微软AI红色团队） ； University of California, Riverside（加州大学河滨分校） ； NVIDIA（英伟达） 纠错

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

Enhancing Personalized Multi-Turn Dialogue with Curiosity Reward

Yanming Wan, Jiaxing Wu, Marwa Abdulhai, Lior Shani, Natasha Jaques

机构 * Google DeepMind（谷歌DeepMind） ； University of Washington（华盛顿大学） ； Google Research（谷歌研究） ； University of California, Berkeley（伯克利加州大学） 纠错

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

Goal Recognition Design for General Behavioral Agents using Machine Learning

Robert Kasumba, Guanghui Yu, Chien-Ju Ho, Sarah Keren, William Yeoh

机构 * Washington University in Saint Louis（华盛顿大学圣路易斯分校） ； Technion – Israel Institute of Technology（技术学院-以色列理工学院） 纠错

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

Journal ref Transactions on Machine Learning Research, 2025

Emergent evaluation hubs in a decentralizing large language model ecosystem

Manuel Cebrian, Tomomi Kito, Raul Castro Fernandez

机构 * Center for Automation and Robotics, Spanish National Research Council, Spain（自动化与机器人中心，西班牙国家研究理事会） ； Graduate School of Creative Science and Engineering, Waseda University, Japan（创意科学与工程研究生院，早稻田大学） ； Department of Computer Science, University of Chicago, USA（计算机科学系，芝加哥大学） 纠错

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

Comments 15 pages, 11 figures, 3 tables

A Computational Approach to Sustainable Policies Evaluation of the Italian Wheat Production System

Gianfranco Giuloni, Edmondo Di Giuseppe, Arianna Di Paola

专题命中 Agent评测 ：agent(abstract)

Comments 13 pages, 3 figures

Multi-group Bayesian Games

Hongxing Yuan, Xuan Zhang, Chunyu Wei, Yushun Fan

专题命中 Agent评测 ：agent(abstract)

Incentive Analysis of Collusion in Fair Division

Haoqiang Huang, Biaoshuai Tao, Mingwei Yang, Shengwei Zhou

专题命中 Agent评测 ：agent(abstract)

Comments To appear at WINE 2025

Probing graph topology from local quantum measurements

F. Romeo, J. Settino

专题命中 Agent评测 ：agent(abstract)

Comments 7 pages, 3 figures, 1 table

Non-reciprocal anti-aligning active mixtures: deriving the exact Boltzmann collision operator

Jakob Mihatsch, Thomas Ihle

专题命中 Agent评测 ：agent(abstract)

Comments 35 pages, 5 figures

Optimization of Scoring Rules

Jason D. Hartline, Yingkai Li, Liren Shan, Yifan Wu

专题命中 Agent评测 ：agent(abstract)