AI Agent

ParkDiffusion: Heterogeneous Multi-Agent Multi-Modal Trajectory Prediction for Automated Parking using Diffusion Models

Jiarong Wei, Niclas Vödisch, Anna Rehr, Christian Feist, Abhinav Valada

机构 * Department of Computer Science, University of Freiburg（弗赖堡大学计算机科学系） ； CARIAD SE（CARIAD公司） 纠错

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

Comments IROS 2025 Camera-Ready Version

Emergence of Hierarchies in Multi-Agent Self-Organizing Systems Pursuing a Joint Objective

Gang Chen, Guoxin Wang, Anton van Beek, Zhenjun Ming, Yan Yan

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

Comments 34 pages,17 figures

Cowpox: Towards the Immunity of VLM-based Multi-Agent Systems

Yutong Wu, Jie Zhang, Yiming Li, Chao Zhang, Qing Guo, Nils Lukas, Tianwei Zhang

机构 * College of Computing and Data Science, Nanyang Technological University, Singapore, Singapore.（南洋理工大学计算机与数据科学学院） ； CFAR and IHPC, Agency for Science, Technology and Research, Singapore.（科技研究局） ； Network and Information Security Lab, Tsinghua University, Beijing, China.（清华大学网络与信息安全部门） ； Mohamed bin Zayed University of Artificial Intelligence, Masdar City, Abu Dhabi（马斯达尔城人工智能大学） 纠错

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

Finite-Time Global Optimality Convergence in Deep Neural Actor-Critic Methods for Decentralized Multi-Agent Reinforcement Learning

Zhiyao Zhang, Myeung Suk Oh, FNU Hairi, Ziyue Luo, Alvaro Velasquez, Jia Liu

机构 * The Ohio State University, Columbus, Ohio, USA（俄亥俄州立大学） ； University of Wisconsin-Whitewater, Whitewater, Wisconsin, USA（威斯康星大学-威奇托分校） ； University of Colorado Boulder, Boulder, Colorado, USA（科罗拉多大学博尔德分校） 纠错

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

CRADLE: Conversational RTL Design Space Exploration with LLM-based Multi-Agent Systems

Lukas Krupp, Maximilian Schöffel, Elias Biehl, Norbert Wehn

机构 * RPTU University of Kaiserslautern-Landau（凯撒斯劳滕-兰道大学） 纠错

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

Comments Accepted for presentation at the 22nd International SoC Conference (ISOCC 2025). Proceedings to be included in IEEE Xplore

Multi-level Advantage Credit Assignment for Cooperative Multi-Agent Reinforcement Learning

Xutong Zhao, Yaqi Xie

机构 * Mila - Quebec AI Institute（魁北克AI研究所） ； Polytechnique Montréal（蒙特利尔理工学院） ； School of Computer Science, Carnegie Mellon University（卡内基梅隆大学计算机科学学院） 纠错

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

Comments Accepted at AISTATS 2025

Operationalizing Serendipity: Multi-Agent AI Workflows for Enhanced Materials Characterization with Theory-in-the-Loop

Lance Yao, Suman Samantray, Ayana Ghosh, Kevin Roccapriore, Libor Kovarik, Sarah Allec, Maxim Ziatdinov

机构 * Physical Sciences Division, Pacific Northwest National Laboratory（太平洋西北国家实验室物理科学部） ； Computational Sciences and Engineering Division, Oak Ridge National Laboratory（橡树岭国家实验室计算科学与工程部） ； AtomQ 纠错

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

Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning

Seungjun Yi, Joakim Nguyen, Huimin Xu, Terence Lim, Andrew Well, Mia Markey, Ying Ding

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

Comments Presented at ACL 2025 SRW

Graph Exploration for Effective Multi-agent Q-Learning

Ainur Zhaikhan, Ali H. Sayed

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

LLM-based Multi-Agent Copilot for Quantum Sensor

Rong Sha, Binglin Wang, Jun Yang, Xiaoxiao Ma, Chengkun Wu, Liang Yan, Chao Zhou, Jixun Liu, Guochao Wang, Shuhua Yan, Lingxiao Zhu

机构 * National University of Defense Technology（国防科技大学） 纠错

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

Comments 13 pages,4 figures

A Value Based Parallel Update MCTS Method for Multi-Agent Cooperative Decision Making of Connected and Automated Vehicles

Ye Han, Lijun Zhang, Dejian Meng, Zhuang Zhang, Xingyu Hu, Songyu Weng

机构 * School of Automotive Studies, Tongji University（同济大学汽车学院） 纠错

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

Comments arXiv admin note: text overlap with arXiv:2408.04295 by other authors

NANDA Adaptive Resolver: Architecture for Dynamic Resolution of AI Agent Names

John Zinky, Hema Seshadri, Mahesh Lambe, Pradyumna Chari, Ramesh Raskar

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

TransAM: Transformer-Based Agent Modeling for Multi-Agent Systems via Local Trajectory Encoding

Conor Wallace, Umer Siddique, Yongcan Cao

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

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

Dynamic Knowledge Exchange and Dual-diversity Review: Concisely Unleashing the Potential of a Multi-Agent Research Team

Weilun Yu, Shixiang Tang, Yonggui Huang, Nanqing Dong, Li Fan, Honggang Qi, Wei Liu, Xiaoli Diao, Xi Chen, Wanli Ouyang

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

DrugMCTS: a drug repurposing framework combining multi-agent, RAG and Monte Carlo Tree Search

Zerui Yang, Yuwei Wan, Siyu Yan, Yudai Matsuda, Tong Xie, Bram Hoex, Linqi Song

机构 * City University of Hong Kong, Hong Kong, PR China（香港城市大学） ； City University of Hong Kong Shenzhen Research Institute, Shenzhen, PR China（香港城市大学深圳研究院） ； The Hong Kong University of Science and Technology (Guangzhou), Guangzhou PR China（香港科学与技术大学（广州）） ； GreenDynamics, Sydney, NSW, Australia（GreenDynamics公司） ； University of New South Wales, Kensington, NSW, Australia（新南威尔士大学） 纠错

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

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines

Yaolun Zhang, Xiaogeng Liu, Chaowei Xiao

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

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

Comments ICML 2025

Parametrized Multi-Agent Routing via Deep Attention Models

Salar Basiri, Dhananjay Tiwari, Srinivasa M. Salapaka

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

Comments This work is under submission to AAAI 2026. Please cite the arXiv version until the final version is published

CTG-Insight: A Multi-Agent Interpretable LLM Framework for Cardiotocography Analysis and Classification

Black Sun, Die, Hu

机构 * Department of Computer Science Aarhus University Aarhus Denmark（计算机科学系 阿拉斯加大学 阿拉斯加 挪威） ； Anhui University of Science（安徽科学大学） 纠错

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

From Cloud-Native to Trust-Native: A Protocol for Verifiable Multi-Agent Systems

Muyang Li

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

Comments 14 pages, 2 figures. Vision paper and protocol blueprint. No prior submission or publication

A Multi-Agent Generative AI Framework for IC Module-Level Verification Automation

Wenbo Liu, Forbes Hou, Jon Zhang, Hong Liu, Allen Lei

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

Comments 20 pages, 12 figures. DVCon China 2025

Games Agents Play: Towards Transactional Analysis in LLM-based Multi-Agent Systems

Monika Zamojska, Jarosław A. Chudziak

机构 * Faculty of Electronics and Information Technology（电子与信息技术学院） 纠错

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

Comments Proceedings of the Annual Meeting of the Cognitive Science Society (CogSci 2025), https://escholarship.org/uc/item/7gg6j165

Journal ref Proceedings of the Annual Meeting of the Cognitive Science Society 47 (2025) 1598-1605

T2I-Copilot: A Training-Free Multi-Agent Text-to-Image System for Enhanced Prompt Interpretation and Interactive Generation

Chieh-Yun Chen, Min Shi, Gong Zhang, Humphrey Shi

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

Comments ICCV 2025

Concept Learning for Cooperative Multi-Agent Reinforcement Learning

Zhonghan Ge, Yuanyang Zhu, Chunlin Chen

机构 * School of Mangement Engineering（管理工程学院） ； School of Information Mangement（信息管理学院） 纠错

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

Comments IEEE-China Conference on System Simulation Technology and its Applications, 2025

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings

Yue Wu, Xiaolan Chen, Weiyi Zhang, Shunming Liu, Wing Man Rita Sum, Xinyuan Wu, Xianwen Shang, Chea-su Kee, Mingguang He, Danli Shi

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

Comments 35 pages, 4 figures, 1 table

Fair Compromises in Participatory Budgeting: a Multi-Agent Deep Reinforcement Learning Approach

Hugh Adams, Srijoni Majumdar, Evangelos Pournaras

机构 * School of Computer Science University of Leeds（计算机科学学院莱斯特大学） 纠错

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