AI Agent

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

Robin: A multi-agent system for automating scientific discovery

Ali Essam Ghareeb, Benjamin Chang, Ludovico Mitchener, Angela Yiu, Caralyn J. Szostkiewicz, Jon M. Laurent, Muhammed T. Razzak, Andrew D. White, Michaela M. Hinks, Samuel G. Rodriques

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

Agent Name Service (ANS): A Universal Directory for Secure AI Agent Discovery and Interoperability

Ken Huang, Vineeth Sai Narajala, Idan Habler, Akram Sheriff

机构 * Amazon Web Services（亚马逊网络服务） ； Intuit ； Cisco Systems（Cisco系统） 纠错

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

Comments 15 pages, 6 figures, 6 code listings, Supported and endorsed by OWASP GenAI ASI Project

Multi-Agent Path Finding For Large Agents Is Intractable

Artem Agafonov, Konstantin Yakovlev

机构 * HSE University（莫斯科国立高等经济大学） ； FRC CSC RAS（俄罗斯科学院应用系统分析研究所） ； AIRI（人工智能研究所） 纠错

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

A Multimodal Multi-Agent Framework for Radiology Report Generation

Ziruo Yi, Ting Xiao, Mark V. Albert

机构 * University of North Texas（北卡罗来纳州立大学） 纠错

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

Bi-LSTM based Multi-Agent DRL with Computation-aware Pruning for Agent Twins Migration in Vehicular Embodied AI Networks

Yuxiang Wei, Zhuoqi Zeng, Yue Zhong, Jiawen Kang, Ryan Wen Liu, M. Shamim Hossain

机构 * School of Automation, Guangdong University of Technology（广东工业大学自动化学院） ； School of Navigation, Wuhan University of Technology（武汉理工大学导航学院） ； Department of Software Engineering, College of Computer and Information Sciences, King Saud University（沙特国王大学软件工程系） 纠错

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

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications

Naveen Krishnan

机构 * Naveen Krishnan（独立研究者） 纠错

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

LOKA Protocol: A Decentralized Framework for Trustworthy and Ethical AI Agent Ecosystems

Rajesh Ranjan, Shailja Gupta, Surya Narayan Singh

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

Comments 4 Figures, 1 Table

MaCTG: Multi-Agent Collaborative Thought Graph for Automatic Programming

Zixiao Zhao, Jing Sun, Zhe Hou, Zhiyuan Wei, Cheng-Hao Cai, Miao Qiao, Jin Song Dong

机构 * School of Computer Science, University of Auckland（计算机科学系，奥克兰大学） ； School of Information and Communication Technology, Griffith University（信息与通信技术系，格里菲斯大学） ； Beijing Institute of Technology（北京理工大学） ； Suzhou Industrial Park Monash Research Institute of Science and Technology（苏州工业园区莫纳什科学与技术研究所） ； School of Computing, National University of Singapore（计算系，新加坡国立大学） 纠错

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

COMBO: Compositional World Models for Embodied Multi-Agent Cooperation

Hongxin Zhang, Zeyuan Wang, Qiushi Lyu, Zheyuan Zhang, Sunli Chen, Tianmin Shu, Behzad Dariush, Kwonjoon Lee, Yilun Du, Chuang Gan

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

Comments Published at ICLR 2025. 24 pages. The first three authors contributed equally

Graph Based Deep Reinforcement Learning Aided by Transformers for Multi-Agent Cooperation

Michael Elrod, Niloufar Mehrabi, Rahul Amin, Manveen Kaur, Long Cheng, Jim Martin, Abolfazl Razi

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

Comments 6 pages, 7 figures, Accepted to the 2025 IEEE International Conference on Communications Workshops (ICC Workshops)

Modeling Response Consistency in Multi-Agent LLM Systems: A Comparative Analysis of Shared and Separate Context Approaches

Tooraj Helmi

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

Enforcement Agents: Enhancing Accountability and Resilience in Multi-Agent AI Frameworks

Sagar Tamang, Dibya Jyoti Bora

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

EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms

Siyu Yuan, Kaitao Song, Jiangjie Chen, Xu Tan, Dongsheng Li, Deqing Yang

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

Comments Accepted as a main conference paper at NAACL 2025

Independent Mobility GPT (IDM-GPT): A Self-Supervised Multi-Agent Large Language Model Framework for Customized Traffic Mobility Analysis Using Machine Learning Models

Fengze Yang, Xiaoyue Cathy Liu, Lingjiu Lu, Bingzhang Wang, Chenxi Dylan Liu

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

Comments 24 pages, 4 figures, TRR accepted