AI Agent

Revisiting Gossip Protocols: A Vision for Emergent Coordination in Agentic Multi-Agent Systems

Mansura Habiba, Nafiul I. Khan

机构 * IBM Software（IBM软件） 纠错

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

AIAP: A No-Code Workflow Builder for Non-Experts with Natural Language and Multi-Agent Collaboration

Hyunjn An, Yongwon Kim, Wonduk Seo, Joonil Park, Daye Kang, Changhoon Oh, Dokyun Kim, Seunghyun Lee

机构 * Department of Animation, \ University of Art \& Design Uiwang-si Gyeonggi-do Republic of Korea ； Graduate School of Information, \ University Seoul Republic of Korea ； Department of Animation, \ University of Art \& Design ； Graduate School of Information, \ University 纠错

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

Comments 14 pages, 6 figures

Hierarchical Learning-Based Control for Multi-Agent Shepherding of Stochastic Autonomous Agents

Italo Napolitano, Stefano Covone, Andrea Lama, Francesco De Lellis, Mario di Bernardo

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

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning

Akshay Dodwadmath, Setareh Maghsudi

机构 * Ruhr University Bochum, Germany（波恩鲁尔大学） 纠错

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

Comments Accepted to ECAI 2025

ReCoDe: Reinforcement Learning-based Dynamic Constraint Design for Multi-Agent Coordination

Michael Amir, Guang Yang, Zhan Gao, Keisuke Okumura, Heedo Woo, Amanda Prorok

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

Comments To appear in CoRL 2025

Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach

Hongyan Cheng, Chengzhang Yu, Yanshu Shi, Chiyue Wang, Cong Liu, Zhanpeng Jin

机构 * Hongyan Cheng ； Chengzhang Yu ； Yanshu Shi ； Chiyue Wang ； Cong Liu ； Zhanpeng Jin 纠错

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

Comments 10 pages, 8 figures, 2 table

Test Amplification for REST APIs via Single and Multi-Agent LLM Systems

Robbe Nooyens, Tolgahan Bardakci, Mutlu Beyazit, Serge Demeyer

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

An Evolving Scenario Generation Method based on Dual-modal Driver Model Trained by Multi-Agent Reinforcement Learning

Xinzheng Wu, Junyi Chen, Shaolingfeng Ye, Wei Jiang, Yong Shen

机构 * School of Automitive Studies, Tongji University（自动化学院，同济大学） 纠错

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

Comments 16 pages, 17 figures

Think Broad, Act Narrow: CWE Identification with Multi-Agent Large Language Models

Mohammed Sayagh, Mohammad Ghafari

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

Trusted Routing for Blockchain-Empowered UAV Networks via Multi-Agent Deep Reinforcement Learning

Ziye Jia, Sijie He, Qiuming Zhu, Wei Wang, Qihui Wu, Zhu Han

机构 * College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics（电子与信息工程学院，南京航空航天大学） ； State Key Laboratory of Integrated Service Networks, Xidian University（集成服务网络国家重点实验室，西安电子科技大学） ； University of Houston（休斯顿大学） ； Department of Computer Science and Engineering, Kyung Hee University（计算机科学与工程系，韩国庆熙大学） 纠错

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

Comments IEEE Tcom Accepted

MaRGen: Multi-Agent LLM Approach for Self-Directed Market Research and Analysis

Roman Koshkin, Pengyu Dai, Nozomi Fujikawa, Masahito Togami, Marco Visentini-Scarzanella

机构 * Okinawa Institute of Science and Technology（冲绳科学技术研究所） ； Institute of Science Tokyo（东京科学研究所） ； Amazon（亚马逊） 纠错

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

Multi-Agent Inverse Learning for Sensor Networks: Identifying Coordination in UAV Networks

Luke Snow, Vikram Krishnamurthy

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

Interpreting Multi-band Galaxy Observations with Large Language Model-Based Agents

Zechang Sun, Yuan-Sen Ting, Yaobo Liang, Nan Duan, Song Huang, Zheng Cai

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

Comments Accepted at the NIPS ML4PS Workshop 2024. The journal version is in preparation. Code and data will be fully made public following the journal publication. We welcome any comments and feedback

Everyone Contributes! Incentivizing Strategic Cooperation in Multi-LLM Systems via Sequential Public Goods Games

Yunhao Liang, Yuan Qu, Jingyuan Yang, Shaochong Lin, Zuo-Jun Max Shen

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

Cooperative Perception: A Resource-Efficient Framework for Multi-Drone 3D Scene Reconstruction Using Federated Diffusion and NeRF

Massoud Pourmandi

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

Comments 15 pages, 3 figures, 1 table, 1 algorithm. Preprint based on NeurIPS 2024 template

EqDrive: Efficient Equivariant Motion Forecasting with Multi-Modality for Autonomous Driving

Yuping Wang, Jier Chen

机构 * University of Michigan（密歇根大学） ； Shanghai Jiao Tong University（上海交通大学） 纠错

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

Comments 6 pages, 7 figures, Accepted 2024 International Conference on Robotics and Automation

Bearing-Distance Flocking with Zone-Based Interactions in Constrained Dynamic Environments

Hossein B. Jond

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

Comments Video for Figure 4: https://youtu.be/5nSml5F2oQk?si=X0q51SXcZiTRBdFS Video for Figure 6 (2D): https://youtu.be/ANkAZ9FMq0o?si=px8oSAeKkUwBR7uf Video for Figure 6 (3D): https://youtu.be/AUlcCH7P73U?si=QFYYeCGLIGdsJCad

Journal ref Journal of Computational Science, Volume 87, 2025, 102574

A Group Consensus-Driven Auction Algorithm for Cooperative Task Allocation Among Heterogeneous Multi-Agents

Gang Wang, Hongfang Han, Xiaowei Liu, Hanfeng Jiang, Ming Zhang

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

Asynchronous Vector Consensus over Matrix-Weighted Networks

P Raghavendra Rao, Pooja Vyavahare

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

Interoperable verification and dissemination of software assets in repositories using COAR Notify

Matteo Cancellieri, Martin Docekal, David Pride, Morane Gruenpeter, David Douard, Petr Knoth

专题命中 多智能体 ：workflow(abstract)；分类 cs.SE

Comments 8 pages. Presented at the 20th International Conference on Open Repositories, June 15-18 2025, Chicago, Illinois, USA

ForenX: Towards Explainable AI-Generated Image Detection with Multimodal Large Language Models

Chuangchuang Tan, Jinglu Wang, Xiang Ming, Renshuai Tao, Yunchao Wei, Yao Zhao, Yan Lu

机构 * Beijing Jiaotong University（北京交通大学） ； Microsoft Research Asia（微软亚洲研究院） 纠错

专题命中 多智能体 ：agent(abstract)

Practical Retrofitting for Obsolete Devices -- Bridging the gap with old tech to create alternative interaction paradigms and workflows

Martin Lafréchoux

专题命中 多智能体 ：workflow(abstract)

Comments Post-proceedings paper presented at LIMITS 2025: 11th Workshop on Computing within Limits, 2025-06-26/27, Online