AI Agent

Evaluating Multi-Agent Defences Against Jailbreaking Attacks on Large Language Models

Maria Carolina Cornelia Wit, Jun Pang

机构 * Department of Computer Science, University of Luxembourg（卢森堡大学计算机科学系） 纠错

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

Comments 26 pages, 1 figure

A Large Language Model-Enabled Control Architecture for Dynamic Resource Capability Exploration in Multi-Agent Manufacturing Systems

Jonghan Lim, Ilya Kovalenko

机构 * Department of Industrial and Manufacturing, Pennsylvania State University（工业与制造系，宾夕法尼亚州立大学） 纠错

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

Debate-Driven Multi-Agent LLMs for Phishing Email Detection

Ngoc Tuong Vy Nguyen, Felix D Childress, Yunting Yin

机构 * Department of Computer Science（计算机科学系） ； Earlham College（埃尔哈姆学院） 纠错

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

Comments Accepted to the 13th International Symposium on Digital Forensics and Security (ISDFS 2025)

Journal ref 2025 13th International Symposium on Digital Forensics and Security (ISDFS)

Fine-Tuning and Prompt Engineering of LLMs, for the Creation of Multi-Agent AI for Addressing Sustainable Protein Production Challenges

Alexander D. Kalian, Jaewook Lee, Stefan P. Johannesson, Lennart Otte, Christer Hogstrand, Miao Guo

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

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration

Yucheng Zhou, Lingran Song, Jianbing Shen

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

Comments ACL 2025 Findings

PBFT-Backed Semantic Voting for Multi-Agent Memory Pruning

Duong Bach

机构 * FPT University Sun Asterisk（FPT大学Sun Asterisk） 纠错

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

Comments 13 pages

TRIZ Agents: A Multi-Agent LLM Approach for TRIZ-Based Innovation

Kamil Szczepanik, Jarosław A. Chudziak

机构 * The Institute of Computer Science, Warsaw University of Technology（计算机科学学院，华沙技术大学） 纠错

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

Comments 12 pages, 10 figures, 2 tables, Accepted at the 17th International Conference on Agents and Artificial Intelligence (ICAART 2025). Final version published in Proceedings of ICAART 2025 (Vol. 1), pages 196-207

Journal ref In Proceedings of the 17th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART 2025; pages 196-207. SciTePress 2025

EMULATE: A Multi-Agent Framework for Determining the Veracity of Atomic Claims by Emulating Human Actions

Spencer Hong, Meng Luo, Xinyi Wan

机构 * National University of Singapore（新加坡国立大学） 纠错

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

Comments FEVER 2025 (co-located with ACL 2025)

Transformer World Model for Sample Efficient Multi-Agent Reinforcement Learning

Azad Deihim, Eduardo Alonso, Dimitra Apostolopoulou

机构 * Artificial Intelligence Research Centre (CitAI), City St George’s, University of London（人工智能研究中心（CitAI）、圣乔治大学） ； Oxford Institute for Energy Studies (OIES), University of Oxford（牛津能源研究所（OIES）、牛津大学） 纠错

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

A Large Language Model-based Multi-Agent Framework for Analog Circuits' Sizing Relationships Extraction

Chengjie Liu, Weiyu Chen, Huiyao Xu, Yuan Du, Jun Yang, Li Du

机构 * School of Electronic Science（电子科学学院） ； Nanjing University（南京大学） ； National Center of Technology Innovation for EDA（EDA技术创新中心） ； Nanjing Tech University（南京理工大学） ； School of Integrated Circuits（集成电路学院） ； Southeast University（东南大学） 纠错

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

Comments Accepted by ISEDA 2025

Towards Robust Fact-Checking: A Multi-Agent System with Advanced Evidence Retrieval

Tam Trinh, Manh Nguyen, Truong-Son Hy

机构 * IEEE Publication Technology Group（IEEE出版技术组） 纠错

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

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases

Yao Zhang, Zaixi Shang, Silpan Patel, Mikel Zuniga

机构 * Amazon Operational Technology Solutions（亚马逊运营技术解决方案） 纠错

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

Comments Accepted In Proceedings of the 1st Workshop on AI for Supply Chain: Today and Future @ 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2 (KDD 25), August 3, 2025, Toronto, ON, Canada. ACM, New York, NY, USA, 14 pages, 2 figures

Multi-agent Embodied AI: Advances and Future Directions

Zhaohan Feng, Ruiqi Xue, Lei Yuan, Yang Yu, Ning Ding, Meiqin Liu, Bingzhao Gao, Jian Sun, Xinhu Zheng, Gang Wang

机构 * National Key Lab of Autonomous Intelligent Unmanned Systems（国家级自主智能无人系统实验室） ； Beijing Institute of Technology（北京理工大学） ； National Key Laboratory for Novel Software Technology（新型软件技术国家实验室） ； Nanjing University（南京大学） ； State Key Laboratory of Human-Machine Hybrid Augmented Intelligence（人机混合增强智能国家重点实验室） ； Xi’an Jiaotong University（西安交通大学） ； College of Electrical Engineering（电子工程学院） ； Zhejiang University（浙江大学） ； Clean Energy Automotive Engineering Center（清洁能源汽车工程中心） ； Tongji University（同济大学） ； Intelligent Transportation Thrust（智能交通方向） ； The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）） 纠错

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

Multi-Agent Soft Actor-Critic with Coordinated Loss for Autonomous Mobility-on-Demand Fleet Control

Zeno Woywood, Jasper I. Wiltfang, Julius Luy, Tobias Enders, Maximilian Schiffer

机构 * Technical University of Munich（慕尼黑技术大学） ； Munich Data Science Institute（慕尼黑数据科学研究所） 纠错

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

Advanced Game-Theoretic Frameworks for Multi-Agent AI Challenges: A 2025 Outlook

Pavel Malinovskiy

机构 * https://orcid.org/0009-0008-3756-5271（独立研究者） 纠错

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

Comments 43 pages, 7 figures, 30 references

Journal ref International Research Journal of Modernization in Engineering Technology and Science, 7(3), March 2025. e-ISSN: 2582-5208

Multi-agent Multi-armed Bandits with Minimum Reward Guarantee Fairness

Piyushi Manupriya, Himanshu, SakethaNath Jagarlapudi, Ganesh Ghalme

机构 * IIT Hyderabad（印度海得拉巴理工学院） 纠错

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

Reconfigurable Intelligent Surface Assisted VEC Based on Multi-Agent Reinforcement Learning

Kangwei Qi, Qiong Wu, Pingyi Fan, Nan Cheng, Qiang Fan, Jiangzhou Wang

机构 * School of Internet of Things Engineering, Jiangnan University（江南大学物联网工程学院） ； Department of Electronic Engineering, Beijing National Research Center for Information Science and Technology, Tsinghua University（清华大学电子工程系、北京信息科学与技术国家研究中心） ； State Key Lab. of ISN and School of Telecommunications Engineering, Xidian University（西安电子科技大学信息与通信工程学院） ； Qualcomm（高通） ； School of Engineering, University of Kent（肯特大学工程学院） 纠错

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

Comments This paper has been accepted by IEEE communications letters. The source code has been released at: https://github.com/qiongwu86/RIS-VEC-MARL.git

AgentGroupChat-V2: Divide-and-Conquer Is What LLM-Based Multi-Agent System Need

Zhouhong Gu, Xiaoxuan Zhu, Yin Cai, Hao Shen, Xingzhou Chen, Qingyi Wang, Jialin Li, Xiaoran Shi, Haoran Guo, Wenxuan Huang, Hongwei Feng, Yanghua Xiao, Zheyu Ye, Yao Hu, Shaosheng Cao

机构 * Shanghai Key Laboratory of Data Science, School of Computer Science, Fudan University（上海数据科学 key laboratory，计算机科学学院，复旦大学） ； Fudan University（复旦大学） ； Rhine AI ； East China Normal University（华东师范大学） ； Xiaohongshu（小红书） 纠错

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

Single-Agent vs. Multi-Agent LLM Strategies for Automated Student Reflection Assessment

Gen Li, Li Chen, Cheng Tang, Valdemar Švábenský, Daisuke Deguchi, Takayoshi Yamashita, Atsushi Shimada

机构 * Kyushu University, Fukuoka, Japan（九州大学） ； Nagoya University, Nagoya, Japan（名古屋大学） ； Chubu University, Kasugai, Japan（名古屋大学） 纠错

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

Comments Published in Proceedings of the 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2025), see https://doi.org/10.1007/978-981-96-8186-0_24

MAS-LitEval : Multi-Agent System for Literary Translation Quality Assessment

Junghwan Kim, Kieun Park, Sohee Park, Hyunggug Kim, Bongwon Suh

机构 * Seoul National University（首尔国立大学） ； Infiniction（Infiniction公司） 纠错

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

Comments 4 Pages, 2 tables, EMNLP submitted

A Hybrid Multi-Agent Prompting Approach for Simplifying Complex Sentences

Pratibha Zunjare, Michael Hsiao

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

Trust-MARL: Trust-Based Multi-Agent Reinforcement Learning Framework for Cooperative On-Ramp Merging Control in Heterogeneous Traffic Flow

Jie Pan, Tianyi Wang, Christian Claudel, Jing Shi

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

Comments 34 pages, 7 figures, 4 tables

Revealing Political Bias in LLMs through Structured Multi-Agent Debate

Aishwarya Bandaru, Fabian Bindley, Trevor Bluth, Nandini Chavda, Baixu Chen, Ethan Law

机构 * Department of Computer Science, University College London（计算机科学系，伦敦大学学院） 纠错

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

Bel Esprit: Multi-Agent Framework for Building AI Model Pipelines

Yunsu Kim, AhmedElmogtaba Abdelaziz, Thiago Castro Ferreira, Mohamed Al-Badrashiny, Hassan Sawaf

机构 * aiXplain, Inc.（aiXplain公司） 纠错

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

Comments ACL 2025 System Demonstrations

Chat-of-Thought: Collaborative Multi-Agent System for Generating Domain Specific Information

Christodoulos Constantinides, Shuxin Lin, Nianjun Zhou, Dhaval Patel

机构 * IBM ； IBM Research（IBM研究院） 纠错

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

CAF-I: A Collaborative Multi-Agent Framework for Enhanced Irony Detection with Large Language Models

Ziqi. Liu, Ziyang. Zhou, Mingxuan. Hu

机构 * Xi’an Jiaotong-Liverpool University（西安交通大学利物浦大学） 纠错

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

The Optimization Paradox in Clinical AI Multi-Agent Systems

Suhana Bedi, Iddah Mlauzi, Daniel Shin, Sanmi Koyejo, Nigam H. Shah

机构 * Stanford School of Medicine（斯坦福医学院） ； Department of Computer Science, Stanford University（斯坦福大学计算机科学系） ； Department of Medicine, Stanford School of Medicine（斯坦福医学院医学系） 纠错

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

Does It Run and Is That Enough? Revisiting Text-to-Chart Generation with a Multi-Agent Approach

James Ford, Anthony Rios

机构 * Department of Information Systems and Cyber Security（信息系统与网络安全系） ； The University of Texas at San Antonio（德克萨斯大学圣安东尼奥分校） 纠错

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

Comments 8 pages

The Coming Crisis of Multi-Agent Misalignment: AI Alignment Must Be a Dynamic and Social Process

Florian Carichon, Aditi Khandelwal, Marylou Fauchard, Golnoosh Farnadi

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

Comments Preprint of NeurIPS 2025 Position Paper

Towards a Multi-Agent Simulation of Cyber-attackers and Cyber-defenders Battles

Julien Soulé, Jean-Paul Jamont, Michel Occello, Paul Théron, Louis-Marie Traonouez

机构 * Thales Land and Air Systems, BL IAS Univ. Grenoble Alpes, Grenoble INP, LCIS（泰勒斯陆地与航空系统，BL IAS 格勒诺布尔阿尔卑斯大学，格勒诺布尔INP，LCIS） ； Grenoble INP, LCIS（格勒诺布尔INP，LCIS） ； Thales Land and Air Systems, BL IAS Rennes, France（泰勒斯陆地与航空系统，BL IAS 瑞士法国） ； AICA IWG La Guillermie, France（AICA IWG 拉盖尔米耶，法国） 纠错

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