AI Agent

ATLAS: Constraints-Aware Multi-Agent Collaboration for Real-World Travel Planning

Jihye Choi, Jinsung Yoon, Jiefeng Chen, Somesh Jha, Tomas Pfister

机构 * University of Wisconsin-Madison（威斯康星大学麦迪逊分校） ； Google Cloud（谷歌云） 纠错

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

AutoLabs: Cognitive Multi-Agent Systems with Self-Correction for Autonomous Chemical Experimentation

Gihan Panapitiya, Emily Saldanha, Heather Job, Olivia Hess

机构 * Pacific Northwest National Laboratory（太平洋西北国家实验室） 纠错

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

AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges

Ranjan Sapkota, Konstantinos I. Roumeliotis, Manoj Karkee

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

Journal ref Information Fusion, 2025

Heterogeneous Multi-agent Collaboration in UAV-assisted Mobile Crowdsensing Networks

Xianyang Deng, Wenshuai Liu, Yaru FuB, Qi Zhu

机构 * The Key Wireless Laboratory, Nanjing University of Posts and Telecommunications, China（南京邮电大学信息通信关键实验室） ； The School of Artificial Intelligence and Computer Science, Jiangnan University, China（江南大学人工智能与计算机科学学院） ； The School of Science and Technology, Hong Kong Metropolitan University, Hong Kong（香港 Metropolitan 大学科技学院） 纠错

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

Comments 7 pages, 6 figures

Establishing Shared Query Understanding in an Open Multi-Agent System

Nikolaos Kondylidis, Ilaria Tiddi, Annette ten Teije

机构 * Vrije Universiteit Amsterdam（阿姆斯特丹自由大学） 纠错

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

Comments 9 pages. International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023), London, United Kingdom

Journal ref In Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems (AAMAS 23). International Foundation for Autonomous Agents and Multiagent Systems, Richland

Sequence Pathfinder for Multi-Agent Pickup and Delivery in the Warehouse

Zeyuan Zhao, Chaoran Li, Shao Zhang, Ying Wen

机构 * Shanghai Jiao Tong University（上海交通大学） 纠错

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

Comments Preprint Under Review

Voting or Consensus? Decision-Making in Multi-Agent Debate

Lars Benedikt Kaesberg, Jonas Becker, Jan Philip Wahle, Terry Ruas, Bela Gipp

机构 * University of Göttingen（戈丁根大学） ； LKA NRW（NRW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 Accepted at ACL2025 (Findings)

Journal ref ACL 2025

Dynamic Pricing in High-Speed Railways Using Multi-Agent Reinforcement Learning

Enrique Adrian Villarrubia-Martin, Luis Rodriguez-Benitez, David Muñoz-Valero, Giovanni Montana, Luis Jimenez-Linares

机构 * Department of Technologies and Information Systems, Universidad de Castilla-La Mancha（卡斯蒂利亚-拉曼查大学技术与信息系统系） ； Warwick Manufacturing Group, University of Warwick（沃里克大学制造集团） 纠错

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

Comments 39 pages, 5 figures

The Hunger Game Debate: On the Emergence of Over-Competition in Multi-Agent Systems

Xinbei Ma, Ruotian Ma, Xingyu Chen, Zhengliang Shi, Mengru Wang, Jen-tse Huang, Qu Yang, Wenxuan Wang, Fanghua Ye, Qingxuan Jiang, Mengfei Zhou, Zhuosheng Zhang, Rui Wang, Hai Zhao, Zhaopeng Tu, Xiaolong Li, Linus

机构 * Tencent（腾讯） 纠错

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

Robot Conga: A Leader-Follower Walking Approach to Sequential Path Following in Multi-Agent Systems

Pranav Tiwari, Soumyodipta Nath

机构 * Cyber-Physical Systems, Indian Institute of Science (IISc), Bengaluru（计算机物理系统，印度科学研究院（IISc），班加罗尔） 纠错

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

Comments 6 Pages, 8 Figures. Both authors have contributed equally

Neo-Grounded Theory: A Methodological Innovation Integrating High-Dimensional Vector Clustering and Multi-Agent Collaboration for Qualitative Research

Shuide Wen, Beier Ku, Teng Wang, Mingyang Zou, Yang Yang

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

Comments 44 pages, 11 figures

GraphCogent: Mitigating LLMs' Working Memory Constraints via Multi-Agent Collaboration in Complex Graph Understanding

Rongzheng Wang, Shuang Liang, Qizhi Chen, Yihong Huang, Muquan Li, Yizhuo Ma, Dongyang Zhang, Ke Qin, Man-Fai Leung

机构 * University of Electronic Science and Technology of China（电子科技大学） ； Anglia Ruskin University（安格利亚 Ruskin 大学） 纠错

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

PAME-AI: Patient Messaging Creation and Optimization using Agentic AI

Junjie Luo, Yihong Guo, Anqi Liu, Ritu Agarwal, Gordon Gao

机构 * Johns Hopkins School of Medicine（约翰霍普金斯医学院） ； Johns Hopkins University（约翰霍普金斯大学） ； Johns Hopkins University, CDHAI（约翰霍普金斯大学，CDHAI） 纠错

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

Towards Human Engagement with Realistic AI Combat Pilots

Ardian Selmonaj, Giacomo Del Rio, Adrian Schneider, Alessandro Antonucci

机构 * Istituto Dalle Molle di Studi sull’Intelligenza Artificiale（日内瓦智能研究 institute） ； Armasuisse Science+Technology（阿姆斯瓦尔科学与技术） 纠错

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

Comments 13th International Conference on Human-Agent Interaction (HAI) 2025

MAPPO for Edge Server Monitoring

Samuel Chamoun, Christian McDowell, Robin Buchanan, Kevin Chan, Eric Graves, Yin Sun

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

Comments 6 pages, 4 figures. Accepted to IEEE MILCOM 2025

Intent-based Radio Scheduler for RAN Slicing: Learning to deal with different network scenarios

Cleverson Nahum, Salvatore D'Oro, Pedro Batista, Cristiano Both, Kleber Cardoso, Aldebaro Klautau, Tommaso Melodia

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

A Decentralized Pilot Assignment Algorithm for Scalable O-RAN Cell-Free Massive MIMO

Myeung Suk Oh, Anindya Bijoy Das, Seyyedali Hosseinalipour, Taejoon Kim, David J. Love, Christopher G. Brinton

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

Comments The journal version of this paper has been published in IEEE Journal on Selected Areas in Communications

Journal ref IEEE Journal on Selected Areas in Communications, vol. 42, no. 2, pp. 373-388, 2024

Enabling Rapid Shared Human-AI Mental Model Alignment via the After-Action Review

Edward Gu, Ho Chit Siu, Melanie Platt, Isabelle Hurley, Jaime Peña, Rohan Paleja

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

Comments Accepted to the Cooperative Multi-Agent Systems Decision-making and Learning:Human-Multi-Agent Cognitive Fusion Workshop at AAAI 2025

Enhancing Connectivity for Emergency Vehicles Through UAV Trajectory and Resource Allocation Optimization

S. Fatemeh Bozorgi, S. Mohammad Razavizadeh, Mohsen Rezaee

专题命中 多智能体 ：planning(abstract)

Comments This is the author's accepted manuscript. The final version of record is published in Physical Communication, DOI: https://doi.org/10.1016/j.phycom.2025.102826