AI Agent

Multi-Agent Best Arm Identification in Stochastic Linear Bandits

Sanjana Agrawal, Saúl A. Blanco

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

Comments Updated algorithms, corrected proofs, fixed typos

Know the Ropes: A Heuristic Strategy for LLM-based Multi-Agent System Design

Zhenkun Li, Lingyao Li, Shuhang Lin, Yongfeng Zhang

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

AutoData: A Multi-Agent System for Open Web Data Collection

Tianyi Ma, Yiyue Qian, Zheyuan Zhang, Zehong Wang, Xiaoye Qian, Feifan Bai, Yifan Ding, Xuwei Luo, Shinan Zhang, Keerthiram Murugesan, Chuxu Zhang, Yanfang Ye

机构 * University of Notre Dame（诺丁汉大学） ； Amazon（亚马逊） ； University of Washington（华盛顿大学） ； Purdue University（普渡大学） ； IBM Research（IBM研究院） ； University of Connecticut（康涅狄格大学） 纠错

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

An Initial Introduction to Cooperative Multi-Agent Reinforcement Learning

Christopher Amato

机构 * Northeastern University（东北大学） 纠错

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

AgentSGEN: Multi-Agent LLM in the Loop for Semantic Collaboration and GENeration of Synthetic Data

Vu Dinh Xuan, Hao Vo, David Murphy, Hoang D. Nguyen

机构 * University of Information Technology, VNU–HCM（越南胡志明市信息技术大学） ； University College Cork（科尔克大学） 纠错

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

PLAYER*: Enhancing LLM-based Multi-Agent Communication and Interaction in Murder Mystery Games

Qinglin Zhu, Runcong Zhao, Bin Liang, Jinhua Du, Lin Gui, Yulan He

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

Lightweight and Effective Preference Construction in PIBT for Large-Scale Multi-Agent Pathfinding

Keisuke Okumura, Hiroki Nagai

机构 * Keisuke Okumura 1,2（奥村健介） ； Hiroki Nagai 1,3（冈田宏） 纠错

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

Comments To be presented at SoCS-25

Beyond Frameworks: Unpacking Collaboration Strategies in Multi-Agent Systems

Haochun Wang, Sendong Zhao, Jingbo Wang, Zewen Qiang, Bing Qin, Ting Liu

机构 * Research Center for Social Computing and Information Retrieval（社会计算与信息检索研究中心） 纠错

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

Comments ACL 2025

Interactional Fairness in LLM Multi-Agent Systems: An Evaluation Framework

Ruta Binkyte

机构 * Ruta Binkyte（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

SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent Collaboration

Jipeng Cen, Jiaxin Liu, Zhixu Li, Jingjing Wang

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

Fixing Incomplete Value Function Decomposition for Multi-Agent Reinforcement Learning

Andrea Baisero, Rupali Bhati, Shuo Liu, Aathira Pillai, Christopher Amato

机构 * Khoury College of Computer Sciences（科里学院计算机科学系） ； Northeastern University（东北大学） 纠错

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

Community-based Multi-Agent Reinforcement Learning with Transfer and Active Exploration

Zhaoyang Shi

机构 * Department of Statistics, Harvard University（哈佛大学统计学系） 纠错

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

Cognitive Insights and Stable Coalition Matching for Fostering Multi-Agent Cooperation

Jiaqi Shao, Tianjun Yuan, Tao Lin, Bing Luo

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

The Truth Becomes Clearer Through Debate! Multi-Agent Systems with Large Language Models Unmask Fake News

Yuhan Liu, Yuxuan Liu, Xiaoqing Zhang, Xiuying Chen, Rui Yan

机构 * Gaoling School of Artificial Intelligence, Renmin University of China（仁爱大学人工智能学院） ； 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)；分类 cs.AI

Comments SIGIR 2025

PRISM: Complete Online Decentralized Multi-Agent Pathfinding with Rapid Information Sharing using Motion Constraints

Hannah Lee, Zachary Serlin, James Motes, Brendan Long, Marco Morales, Nancy M. Amato

机构 * University of Illinois at Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； MIT Lincoln Laboratory（麻省理工学院林肯实验室） 纠错

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

Comments 38 pages, 8 figures

CCL: Collaborative Curriculum Learning for Sparse-Reward Multi-Agent Reinforcement Learning via Co-evolutionary Task Evolution

Yufei Lin, Chengwei Ye, Huanzhen Zhang, Kangsheng Wang, Linuo Xu, Shuyan Liu, Zeyu Zhang

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

A Multi-Agent Reinforcement Learning Approach for Cooperative Air-Ground-Human Crowdsensing in Emergency Rescue

Wenhao Lu, Zhengqiu Zhu, Yong Zhao, Yonglin Tian, Junjie Zeng, Jun Zhang, Zhong Liu, Fei-Yue Wang

机构 * College of Systems Engineering, National University of Defense Technology（系统工程学院，国防科技大学） ； State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences（多模态人工智能系统国家重点实验室，自动化研究所） 纠错

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

ConvoGen: Enhancing Conversational AI with Synthetic Data: A Multi-Agent Approach

Reem Gody, Mahmoud Goudy, Ahmed Y. Tawfik

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

Multi-Agent Systems for Robotic Autonomy with LLMs

Junhong Chen, Ziqi Yang, Haoyuan G Xu, Dandan Zhang, George Mylonas

机构 * Imperial College London（伦敦帝国学院） 纠错

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

Comments 11 pages, 2 figures, 5 tables, submitted for publication

Facilitating Video Story Interaction with Multi-Agent Collaborative System

Yiwen Zhang, Jianing Hao, Zhan Wang, Hongling Sheng, Wei Zeng

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科学与技术大学（广州）） 纠错

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

Comments Prepared and submitted in 2024

Enhancing LLM Code Generation: A Systematic Evaluation of Multi-Agent Collaboration and Runtime Debugging for Improved Accuracy, Reliability, and Latency

Nazmus Ashrafi, Salah Bouktif, Mohammed Mediani

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

CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models

Hasan Md Tusfiqur Alam, Devansh Srivastav, Abdulrahman Mohamed Selim, Md Abdul Kadir, Md Moktadirul Hoque Shuvo, Daniel Sonntag

机构 * German Research Center for Artificial Intelligence (DFKI)（德国人工智能研究中心） ； Saarland University（萨尔兰大学） ； University of Oldenburg（奥尔登堡大学） ； Dhaka Medical College Hospital（达卡医学院医院） 纠错

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

Comments Accepted in the 17th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2025)

(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts

Minghao Wu, Jiahao Xu, Yulin Yuan, Gholamreza Haffari, Longyue Wang, Weihua Luo, Kaifu Zhang

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

Comments To appear at TACL

Towards Optimal Circuit Generation: Multi-Agent Collaboration Meets Collective Intelligence

Haiyan Qin, Jiahao Feng, Xiaotong Feng, Wei W. Xing, Wang Kang

机构 * National Key Laboratory of Spintronics, Hangzhou International Innovation Institute（国家磁电子键实验室、杭州国际创新研究院；集成电路科学与工程学院，北京航空航天大学） ； School of Integrated Circuit Science and Engineering, Beihang University（机械电子工程学院，武汉理工大学） ； School of Mechanical and Electronic Engineering, Wuhan University of Technology（数学与物理科学学院，谢菲尔德大学） ； School of Mathematical and Physical Sciences, University of Sheffield 纠错

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

Comments 9 pages, 6 figures

Securing GenAI Multi-Agent Systems Against Tool Squatting: A Zero Trust Registry-Based Approach

Vineeth Sai Narajala, Ken Huang, Idan Habler

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

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

Comments 12 pages, 4 figures, 1 table

MAGI: Multi-Agent Guided Interview for Psychiatric Assessment

Guanqun Bi, Zhuang Chen, Zhoufu Liu, Hongkai Wang, Xiyao Xiao, Yuqiang Xie, Wen Zhang, Yongkang Huang, Yuxuan Chen, Libiao Peng, Yi Feng, Minlie Huang

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

Comments In progress

Collaborating Action by Action: A Multi-agent LLM Framework for Embodied Reasoning

Isadora White, Kolby Nottingham, Ayush Maniar, Max Robinson, Hansen Lillemark, Mehul Maheshwari, Lianhui Qin, Prithviraj Ammanabrolu

机构 * University of California, San Diego（加州大学圣地亚哥分校） ； Latitude Games ； Emergent Garden 纠错

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

Comments 9 pages of main paper with 6 main figures, overall 28 pages

A RAG-Based Multi-Agent LLM System for Natural Hazard Resilience and Adaptation

Yangxinyu Xie, Bowen Jiang, Tanwi Mallick, Joshua David Bergerson, John K. Hutchison, Duane R. Verner, Jordan Branham, M. Ross Alexander, Robert B. Ross, Yan Feng, Leslie-Anne Levy, Weijie Su, Camillo J. Taylor

机构 * Department of Statistics and Data Science, University of Pennsylvania（统计与数据科学系，宾夕法尼亚大学） ； Department of Computer and Information Science, University of Pennsylvania（计算机与信息科学系，宾夕法尼亚大学） ； Mathematics and Computer Science Division, Argonne National Laboratory（阿贡国家实验室数学与计算机科学 division） ； Decision and Infrastructure Sciences Division, Argonne National Laboratory（阿贡国家实验室决策与基础设施科学 division） ； Environmental Science Division, Argonne National Laboratory（阿贡国家实验室环境科学 division） 纠错

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

Optimized Directed Roadmap Graph for Multi-Agent Path Finding Using Stochastic Gradient Descent

Christian Henkel, Marc Toussaint

机构 * University of Stuttgart（斯图加特大学） 纠错

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

Journal ref SAC 2020: Proceedings of the 35th Annual ACM Symposium on Applied Computing

Leveraging LLMs as Meta-Judges: A Multi-Agent Framework for Evaluating LLM Judgments

Yuran Li, Jama Hussein Mohamud, Chongren Sun, Di Wu, Benoit Boulet

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

Comments 12 pages, 5 figures, 6 tables