AI Agent

Hands-Free Heritage: Automated 3D Scanning for Cultural Heritage Digitization

Javed Ahmad, Federico Dassiè, Selene Frascella, Gabriele Marchello, Ferdinando Cannella, Arianna Traviglia

专题命中 规划决策 ：planning(abstract)

Comments The author has decided to withdraw this version to verify and update authorization details for certain image materials obtained from a collaborating institution. The issue is administrative and does not affect the technical content of the work. A revised version will be submitted once the verification process is complete

Quantification of vaccine waning as a challenge effect

Matias Janvin, Mats J. Stensrud

专题命中 规划决策 ：agent(abstract)

Comments This version contains corrections for the original published version of the manuscript (Janvin and Stensrud, 2025. DOI: 10.1080/01621459.2024.2408776), described in footnote 2 on page 16

Journal ref Journal of the American Statistical Association, 120:549, 96-106 (2025)

MooseAgent: A LLM Based Multi-agent Framework for Automating Moose Simulation

Tao Zhang, Zhenhai Liu, Yong Xin, Yongjun Jiao

机构 * State Key Laboratory of Advanced Nuclear Energy Technology（先进核能技术国家重点实验室） ； Nuclear Power Institute of China（中国核能研究院） 纠错

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG、cs.SE

Comments 11 pages, 3 Figs

Multi-Agent Debate for LLM Judges with Adaptive Stability Detection

Tianyu Hu, Zhen Tan, Song Wang, Huaizhi Qu, Tianlong Chen

机构 * Arizona State University（亚利桑那州立大学） ； University of Central Florida（中央佛罗里达大学） ； UNC Chapel Hill（北卡罗来纳大学教堂山分校） 纠错

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Inclusive Fitness as a Key Step Towards More Advanced Social Behaviors in Multi-Agent Reinforcement Learning Settings

Andries Rosseau, Raphaël Avalos, Ann Nowé

机构 * Vrije Universiteit Brussel（布鲁塞尔自由大学） 纠错

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments This version is a slightly updated version (e.g., added an important reference) compared to the peer-reviewed versions at 'Adapative Learning Agents' at AAMAS 2022 or 'From Cells to Societies' at ICLR 2022

Towards Engineering Multi-Agent LLMs: A Protocol-Driven Approach

Zhenyu Mao, Jacky Keung, Fengji Zhang, Shuo Liu, Yifei Wang, Jialong Li

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.SE

L2M-AID: Autonomous Cyber-Physical Defense by Fusing Semantic Reasoning of Large Language Models with Multi-Agent Reinforcement Learning (Preprint)

Tianxiang Xu, Zhichao Wen, Xinyu Zhao, Jun Wang, Yan Li, Chang Liu

机构 * Peking University（北京大学） ； RWTH Aachen University（亚琛工业大学） ； University of Texas at Austin（德克萨斯大学奥斯汀分校） ； Wuhan University（武汉大学） ； Thales Group（泰雷兹集团） ； Chinese Medical Information and Big Data Association（中国医学信息与大数据协会） 纠错

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments This preprint was submitted to IEEE TrustCom 2025. The accepted version will be published under copyright 2025 IEEE

MetaMind: Modeling Human Social Thoughts with Metacognitive Multi-Agent Systems

Xuanming Zhang, Yuxuan Chen, Samuel Yeh, Sharon Li

机构 * Tsinghua University（清华大学） 纠错

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.CL

Comments NeurIPS 2025 Spotlight

Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances

Yaozu Wu, Dongyuan Li, Yankai Chen, Renhe Jiang, Henry Peng Zou, Wei-Chieh Huang, Yangning Li, Liancheng Fang, Zhen Wang, Philip S. Yu

机构 * The University of Tokyo（东京大学） ； Cornell University（康奈尔大学） ； University of Illinois Chicago（伊利诺伊大学香槟分校） 纠错

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

AgentBreeder: Mitigating the AI Safety Risks of Multi-Agent Scaffolds via Self-Improvement

J Rosser, Jakob Foerster

机构 * University of Oxford（牛津大学） ； FLAIR University of Oxford（牛津大学FLAIR） 纠错

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Autonomous vehicles need social awareness to find optima in multi-agent reinforcement learning routing games

Anastasia Psarou, Łukasz Gorczyca, Dominik Gaweł, Rafał Kucharski

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)

DMAS-Forge: A Framework for Transparent Deployment of AI Applications as Distributed Systems

Alessandro Cornacchia, Vaastav Anand, Muhammad Bilal, Zafar Qazi, Marco Canini

专题命中 多智能体 ：agentic(abstract,comments)；agent(abstract)；AI agent(abstract)；multi-agent(abstract)

Comments 1st Workshop on Systems for Agentic AI (SAA '25)

EmboMatrix: A Scalable Training-Ground for Embodied Decision-Making

Zixing Lei, Sheng Yin, Yichen Xiong, Yuanzhuo Ding, Wenhao Huang, Yuxi Wei, Qingyao Xu, Yiming Li, Weixin Li, Yunhong Wang, Siheng Chen

机构 * Shanghai Jiao Tong University（上海交通大学） ； Zhongguancun Academy（中关村学院） ； New York University（纽约大学） 纠错

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Comments 10 pages 8 figures

Modeling Hypergraph Using Large Language Models

Bingqiao Gu, Jiale Zeng, Xingqin Qi, Dong Li

机构 * School of Airspace Science and Engineering, Shandong University（航空航天科学与工程学院，山东大学） ； School of Mathematics and Statistics, Shandong University（数学与统计学院，山东大学） 纠错

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Comments 10 pages, 5 figures

Persuasion at Play: Understanding Misinformation Dynamics in Demographic-Aware Human-LLM Interactions

Angana Borah, Rada Mihalcea, Verónica Pérez-Rosas

机构 * University of Michigan - Ann Arbor, USA（密歇根大学安娜堡分校） ； Texas State University（德克萨斯州立大学） 纠错

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.CL

Collective motion from quantum-inspired dynamics in visual perception

Jyotiranjan Beuria, Mayank Chaurasiya, Laxmidhar Behera

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)

Comments 22 pages, 8 figures, 1 table

Journal ref Proceedings of the Royal Society A, 481(2321), 20250489 (2025)

Anonymity and strategy-proofness on a domain of single-peaked and single-dipped preferences

Oihane Gallo

专题命中 多智能体 ：agent(abstract)

AwareCompiler: Agentic Context-Aware Compiler Optimization via a Synergistic Knowledge-Data Driven Framework

Hongyu Lin, Haolin Pan, Haoran Luo, Yuchen Li, Kaichun Yao, Libo Zhang, Mingjie Xing, Yanjun Wu

机构 * University of Chinese Academy of Sciences（中国科学院大学） ； Institute of Software Chinese Academy of Sciences（中国科学院软件研究所） ； Hangzhou Institute for Advanced Study at UCAS（UCAS杭州高等研究 institute） ； Nanyang Technological University（南洋理工大学） 纠错

专题命中 工作流自动化 ：agentic(title,abstract)；agent(abstract)；分类 cs.AI

Physics-Informed Autonomous LLM Agents for Explainable Power Electronics Modulation Design

Junhua Liu, Fanfan Lin, Xinze Li, Kwan Hui Lim, Shuai Zhao

专题命中 工作流自动化 ：agent(abstract)；autonomous agent(abstract)；planning(abstract)；分类 cs.AI

Comments Accepted to AAAI 2026 Innovative Applications of AI

LLM-REVal: Can We Trust LLM Reviewers Yet?

Rui Li, Jia-Chen Gu, Po-Nien Kung, Heming Xia, Junfeng liu, Xiangwen Kong, Zhifang Sui, Nanyun Peng

机构 * Peking University（北京大学） ； University of California, Los Angeles（加州大学洛杉矶分校） ； The Hong Kong Polytechnic University（香港理工大学） ； StepFun AI 纠错

专题命中 工作流自动化 ：agent(abstract)；workflow(abstract)；分类 cs.AI、cs.CL

Open reaction-diffusion systems: bridging probabilistic theory and simulations across scales

Mauricio J. del Razo, Margarita Kostré

专题命中 工作流自动化 ：agent(abstract)；workflow(abstract)

Journal ref J. Phys. A: Math. Theor. 58 (2025)

A Cooperative Approach for Knowledge-based Business Process Design in a Public Authority

Mohammad Azarijafari, Luisa Mich, Michele Missikoff, Oleg Missikoff

机构 * University of Trento（特伦托大学） ； National Research Council (CNR)（国家研究 council） ； Sapienza University of Rome（罗马大学） 纠错

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.SE

Taming Text-to-Image Synthesis for Novices: User-centric Prompt Generation via Multi-turn Guidance

Yilun Liu, Minggui He, Feiyu Yao, Yuhe Ji, Shimin Tao, Jingzhou Du, Duan Li, Jian Gao, Li Zhang, Hao Yang, Boxing Chen, Osamu Yoshie

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI

Comments Accepted by EMNLP 2025 main

OST-Bench: Evaluating the Capabilities of MLLMs in Online Spatio-temporal Scene Understanding

Jingli Lin, Chenming Zhu, Runsen Xu, Xiaohan Mao, Xihui Liu, Tai Wang, Jiangmiao Pang

机构 * Shanghai AI Laboratory（上海人工智能实验室） ； Shanghai Jiao Tong University（上海交通大学） ； The University of Hong Kong（香港大学） ； The Chinese University of Hong Kong（香港中文大学） 纠错

专题命中 工作流自动化 ：agent(abstract,comments)

Comments 30 pages, a benchmark designed to evaluate Online Spatio-Temporal understanding from the perspective of an agent actively exploring a scene. Project Page: https://rbler1234.github.io/OSTBench.github.io/

TALP-Pages: An easy-to-integrate continuous performance monitoring framework

Valentin Seitz, Jordy Trilaksono, Marta Garcia-Gasulla

专题命中 工作流自动化 ：workflow(abstract)

Mean-Field Games with Constraints

Anran Hu, Zijiu Lyu

专题命中 工作流自动化 ：agent(abstract)

HelixVS: Deep Learning-Enhanced Structure-Based Platform for Screening and Design

Shanzhuo Zhang, Xianbin Ye, Donglong He, Yueyang Huang, Xiaonan Zhang, Xiaomin Fang

专题命中 工作流自动化 ：workflow(abstract)

Reinforcement Learning and Metaheuristics for Feynman Integral Reduction

Mao Zeng

专题命中 工作流自动化 ：agent(abstract)

Comments 14 pages, 11 figures, 1 table. Version 2: added visualizations for larger-scale examples

mAIstro: an open-source multi-agentic system for automated end-to-end development of radiomics and deep learning models for medical imaging

Eleftherios Tzanis, Michail E. Klontzas

专题命中 软件智能体 ：agentic(title,abstract)；分类 cs.LG

Journal ref Eur. J. Radiol. Artif. Intell. 2025; 4, 100044

Lingxi: Repository-Level Issue Resolution Framework Enhanced by Procedural Knowledge Guided Scaling

Xu Yang, Jiayuan Zhou, Michael Pacheco, Wenhan Zhu, Pengfei He, Shaowei Wang, Kui Liu, Ruiqi Pan

专题命中 软件智能体 ：agent(abstract)；planning(abstract)；分类 cs.SE