AI Agent

MALMM: Multi-Agent Large Language Models for Zero-Shot Robotics Manipulation

Harsh Singh, Rocktim Jyoti Das, Mingfei Han, Preslav Nakov, Ivan Laptev

机构 * Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学） 纠错

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

Comments 48 pages

MultiFuzz: A Dense Retrieval-based Multi-Agent System for Network Protocol Fuzzing

Youssef Maklad, Fares Wael, Ali Hamdi, Wael Elsersy, Khaled Shaban

机构 * Dept. of Computer Science, Qatar University, Doha, Qatar（计算机科学系，卡塔尔大学，多哈） 纠错

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

MCP-Orchestrated Multi-Agent System for Automated Disinformation Detection

Alexandru-Andrei Avram, Adrian Groza, Alexandru Lecu

机构 * Computer Science Department of the Faculty of Automation（自动化与计算机科学学院计算机科学系） ； Computer Science Technical University of Cluj-Napoca（克鲁日-纳波卡技术大学计算机科学系） ； European University of Technology (EUt+)（欧洲技术大学（EUt+）） 纠错

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

Comments 8 pages + 1 page references, 5 figures, 4 tables, Registered for the 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2025, Timisoara

Risk Analysis Techniques for Governed LLM-based Multi-Agent Systems

Alistair Reid, Simon O'Callaghan, Liam Carroll, Tiberio Caetano

机构 * Gradient Institute Ltd.（梯度研究所有限公司） 纠错

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

Beyond Automation: Socratic AI, Epistemic Agency, and the Implications of the Emergence of Orchestrated Multi-Agent Learning Architectures

Peer-Benedikt Degen, Igor Asanov

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

A survey of multi-agent geosimulation methodologies: from ABM to LLM

Virginia Padilla, Jacinto Dávila

机构 * Departamento de Ciencia y Tecnología, Universidad Nacional Experimental de Guayana（科学与技术系，圭亚那国家实验大学） ； CeSiMo, Facultad de Ingeniería, Universidad de los Andes（CeSiMo，工程学院，安第斯大学） 纠错

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

Comments 20 pages, 1 table

Large-Scale Mixed-Traffic and Intersection Control using Multi-agent Reinforcement Learning

Songyang Liu, Muyang Fan, Weizi Li, Jing Du, Shuai Li

机构 * Department of Civil and Coastal Engineering at University of Florida（佛罗里达大学土木与海岸工程系） ； Department of Computer Science at University of Memphis（密苏里大学计算机科学系） ； Min H. Kao Department of Electrical Engineering and Computer Science at University of Tennessee（田纳西大学电子工程与计算机科学系） 纠错

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

Comments Accepted to IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2025

Resilient Multi-Agent Negotiation for Medical Supply Chains:Integrating LLMs and Blockchain for Transparent Coordination

Mariam ALMutairi, Hyungmin Kim

机构 * Virginia Tech（弗吉尼亚理工大学） 纠错

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

Comments 11 pages, 6 figure

Novel Multi-Agent Action Masked Deep Reinforcement Learning for General Industrial Assembly Lines Balancing Problems

Ali Mohamed Ali, Luca Tirel, Hashim A. Hashim

机构 * Department of Mechanical and Aerospace Engineering, Carleton University（机械与航空航天工程系，卡尔顿大学） 纠错

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

Configurable multi-agent framework for scalable and realistic testing of llm-based agents

Sai Wang, Senthilnathan Subramanian, Mudit Sahni, Praneeth Gone, Lingjie Meng, Xiaochen Wang, Nicolas Ferradas Bertoli, Tingxian Cheng, Jun Xu

机构 * eBay Inc.（eBay公司） 纠错

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

Learning to Communicate in Multi-Agent Reinforcement Learning for Autonomous Cyber Defence

Faizan Contractor, Li Li, Ranwa Al Mallah

机构 * Electrical and Computer Engineering Department, Royal Military College of Canada（加拿大皇家军事学院电子与计算机工程系） ； Defence Research and Development Canada（加拿大国防研究发展署） 纠错

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

Quantum Computing and Neuromorphic Computing for Safe, Reliable, and explainable Multi-Agent Reinforcement Learning: Optimal Control in Autonomous Robotics

Mazyar Taghavi, Rahman Farnoosh

机构 * Intelligent Knowledge City（智能知识城） 纠错

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

Journal ref Iran Journal of Computer Science, 2025

An Empirical Study of Multi-Agent RAG for Real-World University Admissions Counseling

Anh Nguyen-Duc, Chien Vu Manh, Bao Anh Tran, Viet Phuong Ngo, Luan Le Chi, Anh Quang Nguyen

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

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios

Yingqian Wu, Qiushi Wang, Zefei Long, Rong Ye, Zhongtian Lu, Xianyin Zhang, Bingxuan Li, Wei Chen, Liwen Zhang, Zhongyu Wei

机构 * School of Data Science, Fudan University, China（复旦大学数据科学学院） ； School of Software Engineering, Huazhong University of Science and Technology, China（华中科技大学软件工程学院） ； Shanghai University of Finance and Economics, China（上海财经大学） ； Shanghai Innovation Institute, China（上海创新研究院） ； Research Institute of Intelligent Complex Systems, Fudan University, China（复旦大学智能复杂系统研究院） 纠错

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

Comments NLPCC 2025 Oral

MAPoRL: Multi-Agent Post-Co-Training for Collaborative Large Language Models with Reinforcement Learning

Chanwoo Park, Seungju Han, Xingzhi Guo, Asuman Ozdaglar, Kaiqing Zhang, Joo-Kyung Kim

机构 * MIT（麻省理工学院） ； Stanford（斯坦福大学） ； Amazon（亚马逊） ； UMD（大学公园大学） 纠错

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

Comments version for ACL

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models

Huy Hoan Le, Van Sy Thinh Nguyen, Thi Le Chi Dang, Vo Thanh Khang Nguyen, Truong Thanh Hung Nguyen, Hung Cao

机构 * University of New Brunswick（新 Brunswick大学） ； Institute for Clarity in Documentation（文档清晰研究所） ； Inria Paris-Rocquencourt（巴黎-罗克琴特研究所） ； Rajiv Gandhi University（拉贾·甘地大学） ； Tsinghua University（清华大学） ； Palmer Research Laboratories（帕勒尔研究实验室） 纠错

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

Comments 33rd ACM International Conference on Multimedia (MM'25) Grand Challenge on Multimedia Verification

DynamiCare: A Dynamic Multi-Agent Framework for Interactive and Open-Ended Medical Decision-Making

Tianqi Shang, Weiqing He, Charles Zheng, Lingyao Li, Li Shen, Bingxin Zhao

机构 * University of Pennsylvania（宾夕法尼亚大学） 纠错

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

Comments 16 pages

PokéAI: A Goal-Generating, Battle-Optimizing Multi-agent System for Pokemon Red

Zihao Liu, Xinhang Sui, Yueran Song, Siwen Wang

机构 * Qingdao Academy（青岛研究院） ； Department of Mathematics and Computer Science（数学与计算机科学系） 纠错

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

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance

Chanyeol Choi, Alejandro Lopez-Lira, Yongjae Lee, Jihoon Kwon, Minjae Kim, Juneha Hwang, Minsoo Ha, Chaewoon Kim, Jaeseon Ha, Suyeol Yun, Jin Kim

机构 * University of Florida（佛罗里达大学） 纠错

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

Comments 7 pages, FinIR'25

IndoorWorld: Integrating Physical Task Solving and Social Simulation in A Heterogeneous Multi-Agent Environment

Dekun Wu, Frederik Brudy, Bang Liu, Yi Wang

机构 * Université de Montréal & Mila - Quebec AI Institute（蒙特利尔大学及魁北克人工智能研究所） ； Autodesk Research（Autodesk研究） 纠错

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

CIIR@LiveRAG 2025: Optimizing Multi-Agent Retrieval Augmented Generation through Self-Training

Alireza Salemi, Mukta Maddipatla, Hamed Zamani

机构 * University of Massachusetts Amherst（马萨诸塞大学阿默斯特分校） 纠错

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

FAIRTOPIA: Envisioning Multi-Agent Guardianship for Disrupting Unfair AI Pipelines

Athena Vakali, Ilias Dimitriadis

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

Comments 11 pages, 4 figures

Demonstrations of Integrity Attacks in Multi-Agent Systems

Can Zheng, Yuhan Cao, Xiaoning Dong, Tianxing He

机构 * Shanghai Qi Zhi Institute（上海启智研究院） ； Institute for Interdisciplinary Information Sciences, Tsinghua University（清华大学交叉信息研究院） ； University of Pittsburgh（匹兹堡大学） ； ShanghaiTech University（上海科技大学） 纠错

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

Multi-Agent Security Tax: Trading Off Security and Collaboration Capabilities in Multi-Agent Systems

Pierre Peigne-Lefebvre, Mikolaj Kniejski, Filip Sondej, Matthieu David, Jason Hoelscher-Obermaier, Christian Schroeder de Witt, Esben Kran

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

Comments Accepted to AAAI 2025 Conference

Craftium: Bridging Flexibility and Efficiency for Rich 3D Single- and Multi-Agent Environments

Mikel Malagón, Josu Ceberio, Jose A. Lozano

机构 * Department of Computer Science and Artificial Intelligence, University of the Basque Country UPV/EHU（计算机科学与人工智能系，巴斯克国家大学UPV/EHU） ； Basque Center for Applied Mathematics (BCAM)（巴斯克应用数学中心） 纠错

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

Comments ICML 2025. Project's website: https://github.com/mikelma/craftium/

Enhancing Lifelong Multi-Agent Path-finding by Using Artificial Potential Fields

Arseniy Pertzovsky, Roni Stern, Ariel Felner, Roie Zivan

机构 * Ben-Gurion University of the Negev（贝纳-戈里翁内盖夫大学） 纠错

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

Ten Principles of AI Agent Economics

Ke Yang, ChengXiang Zhai

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

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

LLM-Agent-Controller: A Universal Multi-Agent Large Language Model System as a Control Engineer

Rasoul Zahedifar, Sayyed Ali Mirghasemi, Mahdieh Soleymani Baghshah, Alireza Taheri

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

CoTGuard: Using Chain-of-Thought Triggering for Copyright Protection in Multi-Agent LLM Systems

Yan Wen, Junfeng Guo, Heng Huang

机构 * University of Maryland, College Park（马里兰大学学院公园分校） 纠错

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

Comments 18 pages, 1 figure

TOP-Former: A Multi-Agent Transformer Approach for the Team Orienteering Problem

Daniel Fuertes, Carlos R. del-Blanco, Fernando Jaureguizar, Narciso García

机构 * Grupo de Tratamiento de Imágenes (GTI), Information Processing and Telecommunications Center, ETSI Telecomunicación, Universidad Politécnica de Madrid（图像处理小组（GTI）、信息处理与电信中心、电信工程学院、马德里理工大学） 纠错

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

Journal ref IEEE Transactions on Intelligent Transportation Systems, 2025, pp. 1-12