AI Agent

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

LLMDR: LLM-Driven Deadlock Detection and Resolution in Multi-Agent Pathfinding

Seungbae Seo, Junghwan Kim, Minjeong Shin, Bongwon Suh

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

CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation

Jie Liu, Pan Zhou, Yingjun Du, Ah-Hwee Tan, Cees G. M. Snoek, Jan-Jakob Sonke, Efstratios Gavves

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

Comments Accepted in ICLR2025

Debt Collection Negotiations with Large Language Models: An Evaluation System and Optimizing Decision Making with Multi-Agent

Xiaofeng Wang, Zhixin Zhang, Jinguang Zheng, Yiming Ai, Rui Wang

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

Comments 21 pages

Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning

Hao Ma, Tianyi Hu, Zhiqiang Pu, Boyin Liu, Xiaolin Ai, Yanyan Liang, Min Chen

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

Comments Accepted by NeurIPS '24

Multi-Agent Architecture in Distributed Environment Control Systems: vision, challenges, and opportunities

Natasha Astudillo, Fernando Koch

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

Comments 6 pages, 1 figure, 1 table

Curiosity Driven Multi-agent Reinforcement Learning for 3D Game Testing

Raihana Ferdous, Fitsum Kifetew, Davide Prandi, Angelo Susi

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

Comments Accepted at the 16th A-TEST Workshop, co-located with ICST 2025

Multi-Agent Actor-Critic Generative AI for Query Resolution and Analysis

Mohammad Wali Ur Rahman, Ric Nevarez, Lamia Tasnim Mim, Salim Hariri

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

Comments Accepted for publication in IEEE Transactions on Artificial Intelligence

Amorphous Fortress Online: Collaboratively Designing Open-Ended Multi-Agent AI and Game Environments

M Charity, Mayu Wilson, Steven Lee, Dipika Rajesh, Sam Earle, Julian Togelius

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

MASTER: A Multi-Agent System with LLM Specialized MCTS

Bingzheng Gan, Yufan Zhao, Tianyi Zhang, Jing Huang, Yusu Li, Shu Xian Teo, Changwang Zhang, Wei Shi

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

Comments Accepted by main NAACL 2025

InvAgent: A Large Language Model based Multi-Agent System for Inventory Management in Supply Chains

Yinzhu Quan, Zefang Liu

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

Multi-Agent Geospatial Copilots for Remote Sensing Workflows

Chaehong Lee, Varatheepan Paramanayakam, Andreas Karatzas, Yanan Jian, Michael Fore, Heming Liao, Fuxun Yu, Ruopu Li, Iraklis Anagnostopoulos, Dimitrios Stamoulis

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

MARL-OT: Multi-Agent Reinforcement Learning Guided Online Fuzzing to Detect Safety Violation in Autonomous Driving Systems

Linfeng Liang, Xi Zheng

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

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces

Zhenran Xu, Longyue Wang, Jifang Wang, Zhouyi Li, Senbao Shi, Xue Yang, Yiyu Wang, Baotian Hu, Jun Yu, Min Zhang

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

Comments Work in progress. Project Page: https://filmagent.github.io/

TDAG: A Multi-Agent Framework based on Dynamic Task Decomposition and Agent Generation

Yaoxiang Wang, Zhiyong Wu, Junfeng Yao, Jinsong Su

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

Comments Accepted by Neural Networks

Multi-Agent Consensus Seeking via Large Language Models

Huaben Chen, Wenkang Ji, Lufeng Xu, Shiyu Zhao

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

Multi-Agent Collaboration Mechanisms: A Survey of LLMs

Khanh-Tung Tran, Dung Dao, Minh-Duong Nguyen, Quoc-Viet Pham, Barry O'Sullivan, Hoang D. Nguyen

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