AI Agent

GeoEvolve: Automating Geospatial Model Discovery via Multi-Agent Large Language Models

Peng Luo, Xiayin Lou, Yu Zheng, Zhuo Zheng, Stefano Ermon

机构 * Massachusetts Institute of Technology（麻省理工学院） ； Technical University of Munich（慕尼黑技术大学） ； Stanford University（斯坦福大学） 纠错

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

Exploring Explainable Multi-agent MCTS-minimax Hybrids in Board Game Using Process Mining

Yiyu Qian, Tim Miller, Zheng Qian, Liyuan Zhao

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

Comments 38 pages, AAAI 2025 PRL

Beyond the high score: Prosocial ability profiles of multi-agent populations

Marko Tesic, Yue Zhao, Joel Z. Leibo, Rakshit S. Trivedi, Jose Hernandez-Orallo

机构 * University of Cambridge（剑桥大学） ； Northwestern Polytechnical University（西北工业大学） ； Google DeepMind（谷歌DeepMind） ； MIT（麻省理工学院） 纠错

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

CrowdAgent: Multi-Agent Managed Multi-Source Annotation System

Maosheng Qin, Renyu Zhu, Mingxuan Xia, Chenkai Chen, Zhen Zhu, Minmin Lin, Junbo Zhao, Lu Xu, Changjie Fan, Runze Wu, Haobo Wang

机构 * Zhejiang University（浙江大学） ； NetEase Fuxi AI Lab（网易凤凰AI实验室） ； Zhejiang Sci-tech University（浙江科技学院） 纠错

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

XAgents: A Unified Framework for Multi-Agent Cooperation via IF-THEN Rules and Multipolar Task Processing Graph

Hailong Yang, Mingxian Gu, Jianqi Wang, Guanjin Wang, Zhaohong Deng

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

Safe Multi-Agent Navigation guided by Goal-Conditioned Safe Reinforcement Learning

Meng Feng, Viraj Parimi, Brian Williams

机构 * Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology（计算机科学与人工智能实验室，麻省理工学院） 纠错

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

Comments Due to the limitation "The abstract field cannot be longer than 1,920 characters", the abstract here is shorter than that in the PDF file

ProgD: Progressive Multi-scale Decoding with Dynamic Graphs for Joint Multi-agent Motion Forecasting

Xing Gao, Zherui Huang, Weiyao Lin, Xiao Sun

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； Department of Computer Science, Shanghai Jiao Tong University（上海交通大学计算机科学系） ； Department of Electronic Engineering, Shanghai Jiao Tong University（上海交通大学电子工程系） 纠错

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

Grid-Agent: An LLM-Powered Multi-Agent System for Power Grid Control

Yan Zhang, Ahmad Mohammad Saber, Amr Youssef, Deepa Kundur

机构 * Department of Electrical and Computer Engineering, University of Toronto（电气与计算机工程系，多伦多大学） ； Concordia Institute for Information Systems Engineering（康卡迪亚信息系统工程研究所） ； Concordia University（康卡迪亚大学） 纠错

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

MAPF-World: Action World Model for Multi-Agent Path Finding

Zhanjiang Yang, Yang Shen, Yueming Li, Meng Li, Lijun Sun

机构 * Shenzhen Technology University（深圳科技大学） ； University of Technology Sydney（悉尼技术大学） 纠错

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

Multi-Agent Reasoning for Cardiovascular Imaging Phenotype Analysis

Weitong Zhang, Mengyun Qiao, Chengqi Zang, Steven Niederer, Paul M Matthews, Wenjia Bai, Bernhard Kainz

机构 * Department of Computing, Imperial College London, London, UK（帝国理工学院计算机系） ； Department of Mechanical Engineering, University College London, London, UK（伦敦大学学院机械工程系） ； Department of Brain Sciences, Imperial College London, London, UK（帝国理工学院脑科学系） ； Data Science Institute, Imperial College London, London, UK（帝国理工学院数据科学研究所） ； University of Tokyo, Tokyo, JP（东京大学） ； National Heart and Lung Institute, Imperial College London, London, UK（帝国理工学院国家心脏和肺研究所） ； FAU Erlangen-Nürnberg, Erlangen, DE（埃朗根-纽伦堡大学） ； UK Dementia Research Institute, Imperial College London, London, UK（英国痴呆研究所在伦敦帝国理工学院） ； Rosalind Franklin Institute, Harwell Science and Innovation Campus, Didcot, UK（罗莎琳德·弗兰克林研究所） 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 accepted by MICCAI 2025

GameGPT: Multi-agent Collaborative Framework for Game Development

Dake Chen, Haoyang Zhang, Hanbin Wang, Yunhao Huo, Yuzhao Li, Junjie Wang

机构 * AutoGame Research（AutoGame研究所） ； X-Institute（X研究所） ； University of Southern California（南加州大学） ； Tsinghua University（清华大学） 纠错

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

LLM Enabled Multi-Agent System for 6G Networks: Framework and Method of Dual-Loop Edge-Terminal Collaboration

Zheyan Qu, Wenbo Wang, Zitong Yu, Boquan Sun, Yang Li, Xing Zhang

机构 * Beijing University of Posts and Telecommunications（北京邮电大学） 纠错

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

Comments This paper has been accepted by IEEE Communications Magazine

SAMVAD: A Multi-Agent System for Simulating Judicial Deliberation Dynamics in India

Prathamesh Devadiga, Omkaar Jayadev Shetty, Pooja Agarwal

机构 * PES University（PES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

Theory of Mind Using Active Inference: A Framework for Multi-Agent Cooperation

Riddhi J. Pitliya, Ozan Çatal, Toon Van de Maele, Corrado Pezzato, Tim Verbelen

机构 * VERSES 纠错

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

CoComposer: LLM Multi-agent Collaborative Music Composition

Peiwen Xing, Aske Plaat, Niki van Stein

机构 * LIACS, Leiden University, Netherlands（莱顿大学莱顿信息与计算科学研究中心） 纠错

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

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding

Pu Feng, Size Wang, Yuhong Cao, Junkang Liang, Rongye Shi, Wenjun Wu

机构 * 1State Key Laboratory of Complex \& Critical Software Environment, Beihang University, Beijing, China ； 2School of Artificial Intelligence, Beihang University, Beijing, China ； 3Hangzhou International Innovation Institute, Hangzhou, China ； 4Department of Mechanical Engineering, National University of Singapore, Singapore 纠错

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

Comments Accepted by IJCNN 2025

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