AI Agent

MedCoAct: Confidence-Aware Multi-Agent Collaboration for Complete Clinical Decision

Hongjie Zheng, Zesheng Shi, Ping Yi

机构 * Shanghai Jiao Tong University（上海交通大学） ； Harbin Institute of Technology（哈尔滨工业大学） 纠错

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

Multi-Objective Multi-Agent Path Finding with Lexicographic Cost Preferences

Pulkit Rustagi, Kyle Hollins Wray, Sandhya Saisubramanian

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

Comments 8 pages, 7 figures

KG-MAS: Knowledge Graph-Enhanced Multi-Agent Infrastructure for coupling physical and digital robotic environments

Walid Abdela

机构 * Walid Abdela（独立研究者） 纠错

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

Talk Isn't Always Cheap: Understanding Failure Modes in Multi-Agent Debate

Andrea Wynn, Harsh Satija, Gillian Hadfield

机构 * Johns Hopkins University（约翰霍普金斯大学） ； Vector Institute（向量研究所） 纠错

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

Comments ICML MAS Workshop 2025

MADS: Multi-Agent Dialogue Simulation for Diverse Persuasion Data Generation

Mingjin Li, Yu Liu, Huayi Liu, Xiang Ye, Chao Jiang, Hongguang Zhang, Yu Ruan

机构 * Baidu Inc（百度公司） 纠错

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

A Flexible Multi-Agent Deep Reinforcement Learning Framework for Dynamic Routing and Scheduling of Latency-Critical Services

Vincenzo Norman Vitale, Antonia Maria Tulino, Andreas F. Molisch, Jaime Llorca

机构 * University of Naples Federico II（那不勒斯费德里科二世大学） ； University of Southern California（南加州大学） ； University of Trento（特伦托大学） 纠错

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

Collaborative Text-to-Image Generation via Multi-Agent Reinforcement Learning and Semantic Fusion

Jiabao Shi, Minfeng Qi, Lefeng Zhang, Di Wang, Yingjie Zhao, Ziying Li, Yalong Xing, Ningran Li

机构 * Minzu University of China（民族大学） ； City University of Macau（澳门城市大学） ； Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences)（计算能力网络与信息安全重点实验室，教育部，山东计算机科学中心（济南国家超级计算机中心），齐鲁工业大学（山东省科学院）） ； The University of Adelaide（阿德莱德大学） 纠错

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

Comments 16 pages, 13 figures

Can Large Language Models Serve as Data Analysts? A Multi-Agent Assisted Approach for Qualitative Data Analysis

Zeeshan Rasheed, Muhammad Waseem, Aakash Ahmad, Kai-Kristian Kemell, Wang Xiaofeng, Anh Nguyen Duc, Pekka Abrahamsson

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

Comments 34 pages and 2 figures

Structured Cooperative Multi-Agent Reinforcement Learning: a Bayesian Network Perspective

Shahbaz P Qadri Syed, He Bai

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

NG-Router: Graph-Supervised Multi-Agent Collaboration for Nutrition Question Answering

Kaiwen Shi, Zheyuan Zhang, Zhengqing Yuan, Keerthiram Murugesan, Vincent Galass, Chuxu Zhang, Yanfang Ye

机构 * University of Notre Dame（诺丁汉大学） ； University of Connecticut（康涅狄格大学） ； 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

LegalWiz: A Multi-Agent Generation Framework for Contradiction Detection in Legal Documents

Ananya Mantravadi, Shivali Dalmia, Olga Pospelova, Abhishek Mukherji, Nand Dave, Anudha Mittal

机构 * Centific ； Amazon（亚马逊） 纠错

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

Mediator-Guided Multi-Agent Collaboration among Open-Source Models for Medical Decision-Making

Kaitao Chen, Mianxin Liu, Daoming Zong, Chaoyue Ding, Shaohao Rui, Yankai Jiang, Mu Zhou, Xiaosong Wang

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

Comments 14 pages, 4 figures

MoodAngels: A Retrieval-augmented Multi-agent Framework for Psychiatry Diagnosis

Mengxi Xiao, Ben Liu, He Li, Jimin Huang, Qianqian Xie, Xiaofen Zong, Mang Ye, Min Peng

机构 * School of Artificial Intelligence, Wuhan University（武汉大学人工智能学院） ； Center for Language and Information Research, Wuhan University（武汉大学语言与信息研究所） ； School of Computer Science, Wuhan University（武汉大学计算机学院） ； Department of Psychiatry, Renmin Hospital of Wuhan University（武汉大学人民医院精神科） ； The Fin AI（Fin AI） ； Taikang Center for Life and Medical Sciences, Wuhan University（武汉大学泰康生命与医学科学中心） 纠错

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

Comments 46 pages, 11 figures

Journal ref NeurIPS 2025

Collaborative Shadows: Distributed Backdoor Attacks in LLM-Based Multi-Agent Systems

Pengyu Zhu, Lijun Li, Yaxing Lyu, Li Sun, Sen Su, Jing Shao

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

Global Attitude Synchronization for Heterogeneous Multi-agent Systems on SO(3)

Mouaad Boughellaba, Soulaimane Berkane, Abdelhamid Tayebi

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

Modeling AI-Driven Production and Competitiveness A Multi-Agent Economic Simulation of China and the United States

Yuxinyue Qian, Jun Liu

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)；分类 cs.AI

Generative AI and the Transformation of Software Development Practices

Vivek Acharya

机构 * Vivek Acharya（未知） 纠错

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

Comments 16 pages; 1 figure; preprint; v

A Hybrid Agent-Based and System Dynamics Framework for Modelling Project Execution and Technology Maturity in Early-Stage R&D

R. W. S. Pessoa, M. H. Næss, J. C. Bijos, C. M. Rebello, D. Colombo, L. Schnitman, I. B. R. Nogueira

专题命中 多智能体 ：agent(title,abstract)

CommonPower: A Framework for Safe Data-Driven Smart Grid Control

Michael Eichelbeck, Hannah Markgraf, Matthias Althoff

机构 * School of Computation, Information and Technology, Technical University of Munich（计算、信息与技术学院，慕尼黑技术大学） 纠错

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

Comments For the corresponding code repository, see https://github.com/TUMcps/commonpower

Journal ref IEEE Transactions on Smart Grid, 2025

Read the Room or Lead the Room: Understanding Socio-Cognitive Dynamics in Human-AI Teaming

Jaeyoon Choi, Mohammad Amin Samadi, Spencer JaQuay, Seehee Park, Nia Nixon

专题命中 多智能体 ：agent(abstract)；planning(abstract)

Simulating Persuasive Dialogues on Meat Reduction with Generative Agents

Georg Ahnert, Elena Wurth, Markus Strohmaier, Jutta Mata

专题命中 多智能体 ：agent(abstract)

Comments Code available at https://github.com/dess-mannheim/MeatlessAgents

Journal ref NLPSI 2025: First Workshop on Integrating NLP and Psychology to Study Social Interactions

WiNPA: Wireless Neural Processing Architecture

Sai Xu, Yanan Du

专题命中 多智能体 ：workflow(abstract)

Optimal Assignment and Motion Control in Two-Class Continuum Swarms

Max Emerick, Stacy Patterson, Bassam Bamieh

专题命中 多智能体 ：agent(abstract)

Comments Extended version including periodic-demand case. 13 pages, 7 figures