AI Agent

A Lightweight Large Language Model-Based Multi-Agent System for 2D Frame Structural Analysis

Ziheng Geng, Jiachen Liu, Ran Cao, Lu Cheng, Haifeng Wang, Minghui Cheng

机构 * Department of Civil and Architectural Engineering, University of Miami（迈阿密大学土木与建筑工程系） ； Department of Electrical and Computer Engineering, University of Miami（迈阿密大学电气与计算机工程系） ； College of Civil Engineering, Hunan University（湖南大学土木学院） ； Department of Computer Science, University of Illinois Chicago（伊利诺伊大学芝加哥分校计算机科学系） ； Department of Civil and Environmental Engineering, Washington State University（华盛顿州立大学土木与环境工程系） ； School of Architecture, University of Miami（迈阿密大学建筑学院） 纠错

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

AgentRouter: A Knowledge-Graph-Guided LLM Router for Collaborative Multi-Agent Question Answering

Zheyuan Zhang, Kaiwen Shi, Zhengqing Yuan, Zehong Wang, Tianyi Ma, Keerthiram Murugesan, Vincent Galassi, Chuxu Zhang, Yanfang Ye

机构 * University of Notre Dame（诺丁汉大学） ； University of Connecticut（康涅狄格大学） ； IBM Research（IBM研究院） 纠错

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

Lang-PINN: From Language to Physics-Informed Neural Networks via a Multi-Agent Framework

Xin He, Liangliang You, Hongduan Tian, Bo Han, Ivor Tsang, Yew-Soon Ong

机构 * Agency for Science, Technology and Research (A*STAR)（科技研究局） ； Hong Kong Baptist University（香港 Baptist 大学） ； North China Electric Power University（华北电力大学） 纠错

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

Comments PINN, PDE, Agent, LLM

From Agentification to Self-Evolving Agentic AI for Wireless Networks: Concepts, Approaches, and Future Research Directions

Changyuan Zhao, Ruichen Zhang, Jiacheng Wang, Dusit Niyato, Geng Sun, Xianbin Wang, Shiwen Mao, Abbas Jamalipour

机构 * College of Computing and Data Science, Nanyang Technological University（计算与数据科学学院，南洋理工大学） ； College of Computer Science and Technology, Jilin University（计算机科学与技术学院，吉林大学） ； Department of Electrical and Computer Engineering, Western University（电气与计算机工程系，西方大学） ； Department of Electrical and Computer Engineering, Auburn University（电气与计算机工程系，阿伯茨罕大学） ； School of Electrical and Computer Engineering, University of Sydney（电气与计算机工程学院，悉尼大学） 纠错

专题命中 多智能体 ：agentic(title,abstract)；agent(abstract)；autonomous agent(abstract)；workflow(abstract)

Comments 7 pages, 4 figures

Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning

Yiqun Chen, Lingyong Yan, Weiwei Sun, Xinyu Ma, Yi Zhang, Shuaiqiang Wang, Dawei Yin, Yiming Yang, Jiaxin Mao

机构 * Renmin University of China（中国人民大学） ； Baidu Inc.（百度公司） ； Carnegie Mellon University（卡内基梅隆大学） 纠错

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

Comments NeurIPS 2025

Any theory that admits a Wigner's Friend type multi-agent paradox is logically contextual

Nuriya Nurgalieva, V. Vilasini

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

Comments 39+16 pages. Both authors contributed equally to this work. Initial versions of some of these results were included in NN's PhD thesis (ETH Zurich, 2023). v2 includes additional citations and clarifications in the outlook section

EduVerse: A User-Defined Multi-Agent Simulation Space for Education Scenario

Yiping Ma, Shiyu Hu, Buyuan Zhu, Yipei Wang, Yaxuan Kang, Shiqing Liu, Kang Hao Cheong

机构 * Lab of Artificial Intelligence for Education（教育人工智能实验室） ； School of Physical and Mathematical Sciences（物理与数学科学学院） ； Institute of Automation（自动化研究所） ； Chinese Academy of Sciences（中国科学院） ； Department of Education（教育学院） ； College of Computing and Data Science（计算与数据科学学院） 纠错

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

Comments Preprint, Under review

Risk Profiling and Modulation for LLMs

Yikai Wang, Xiaocheng Li, Guanting Chen

机构 * Department of Statistics and Operations Research, UNC-Chapel Hill（统计与运筹学系，北卡罗来纳大学 Chapel Hill 分校） ； Imperial College Business School, Imperial College London（帝国理工学院伦敦校区商学院） 纠错

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

BC-ADMM: An Efficient Non-convex Constrained Optimizer with Robotic Applications

Zherong Pan, Kui Wu

机构 * LIGHTSPEED 纠错

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

AgentZero++: Modeling Fear-Based Behavior

Vrinda Malhotra, Jiaman Li, Nandini Pisupati

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

Binary Option Market Manipulation by Influencing Belief Dynamics

Henry Waldhausen, Christopher Griffin

专题命中 多智能体 ：agent(abstract)

Comments 24 pages, 14 figures