AI Agent

Urban-MAS: Human-Centered Urban Prediction with LLM-Based Multi-Agent System

Shangyu Lou

机构 * University of California, Santa Barbara \& San Diego State University California USA ； University of California, Santa Barbara \& San Diego State University 纠错

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

Comments Accepted to The 3rd ACM SIGSPATIAL International Workshop on Advances in Urban AI (UrbanAI'25)

On the Fundamental Limitations of Decentralized Learnable Reward Shaping in Cooperative Multi-Agent Reinforcement Learning

Aditya Akella

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

Comments 8 pages, 5 figures, 2 tables

Modular Task Decomposition and Dynamic Collaboration in Multi-Agent Systems Driven by Large Language Models

Shuaidong Pan, Di Wu

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

Who Can We Trust? Scope-Aware Video Moment Retrieval with Multi-Agent Conflict

Chaochen Wu, Guan Luo, Meiyun Zuo, Zhitao Fan

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

KVCOMM: Online Cross-context KV-cache Communication for Efficient LLM-based Multi-agent Systems

Hancheng Ye, Zhengqi Gao, Mingyuan Ma, Qinsi Wang, Yuzhe Fu, Ming-Yu Chung, Yueqian Lin, Zhijian Liu, Jianyi Zhang, Danyang Zhuo, Yiran Chen

机构 * Duke University（杜克大学） ； MIT（麻省理工学院） ； NVIDIA（英伟达） 纠错

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

Comments Accepted for publication in NeurIPS2025. Code is available at \url{https://github.com/FastMAS/KVCOMM}

AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction

Song Wang, Zhen Tan, Zihan Chen, Shuang Zhou, Tianlong Chen, Jundong Li

机构 * University of Virginia（弗吉尼亚大学） ； Arizona State University（亚利桑那州立大学） ； University of Minnesota Twin Cities（明尼苏达大学双城分校） ； University of North Carolina at Chapel Hill（北卡罗来纳大学教堂山分校） 纠错

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

Comments EMNLP Main 2025

Predictive Auxiliary Learning for Belief-based Multi-Agent Systems

Qinwei Huang, Stefan Wang, Simon Khan, Garrett Katz, Qinru Qiu

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

Dynamic Nash Equilibrium Seeking for a Class of Nonlinear Uncertain Multi-agent Systems

Weijian Li, Yutao Tang

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

GauDP: Reinventing Multi-Agent Collaboration through Gaussian-Image Synergy in Diffusion Policies

Ziye Wang, Li Kang, Yiran Qin, Jiahua Ma, Zhanglin Peng, Lei Bai, Ruimao Zhang

机构 * Sun Yat-sen University（中山大学） ； The University of Hong Kong（香港大学） ； Shanghai Jiao Tong University（上海交通大学） ； The Chinese University of Hong Kong, Shenzhen（香港中文大学（深圳）） ； Shanghai AI Laboratory（上海人工智能实验室） 纠错

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

Comments Accepted by NeurIPS 2025. Project page: https://ziyeeee.github.io/gaudp.io/

Multi-Agent Regime-Conditioned Diffusion (MARCD) for CVaR-Constrained Portfolio Decisions

Ali Atiah Alzahrani

机构 * Ali Atiah Alzahrani †（独立研究者） 纠错

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

Comments Code available at: https://github.com/AliAtiah/MARCD

Power Control Based on Multi-Agent Deep Q Network for D2D Communication

Shi Gengtian, Takashi Koshimizu, Megumi Saito, Pan Zhenni, Liu Jiang, Shigeru Shimamoto

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

Comments Published in IEEE ICAIIC 2020. This is the preprint version of the paper

Engineering.ai: A Platform for Teams of AI Engineers in Computational Design

Ran Xu, Yupeng Qi, Jingsen Feng, Xu Chu

机构 * Faculty for Aerospace Engineering and Geodesy, University of Stuttgart, Stuttgart, Germany（航空航天工程与大地测量学系，斯图加特大学） ； Cluster of Excellence SimTech, University of Stuttgart, Stuttgart, Germany（卓越中心SimTech，斯图加特大学） ； Faculty of Environment, Science and Economy, University of Exeter, Exeter EX4 4QF, United Kingdom（环境、科学与经济学院，埃克塞特大学） ； University of Stuttgart, Stuttgart, Germany（斯图加特大学） 纠错

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

Learning what to say and how precisely: Efficient Communication via Differentiable Discrete Communication Learning

Aditya Kapoor, Yash Bhisikar, Benjamin Freed, Jan Peters, Mingfei Sun

机构 * University of Manchester（曼彻斯特大学） ； BITS Goa（戈亚理工学院） ； Carnegie Mellon University（卡内基梅隆大学） ； TU Darmstadt（德累斯顿技术大学） 纠错

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

Comments 30 pages, 12 figures, 6 tables

HAD-Gen: Human-like and Diverse Driving Behavior Modeling for Controllable Scenario Generation

Cheng Wang, Lingxin Kong, Massimiliano Tamborski, Stefano V. Albrecht

机构 * School of Engineering and Physical Sciences, Heriot-Watt University（赫瑞斯泰德大学工程与物理科学学院） ； School of Automation and Software Engineering, Shanxi University（山西大学自动化与软件工程学院） ； School of Informatics, University of Edinburgh（爱丁堡大学信息学院） 纠错

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

The Digital Ecosystem of Beliefs: does evolution favour AI over humans?

David M. Bossens, Shanshan Feng, Yew-Soon Ong

机构 * Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR) Centre for Frontier AI Research (CFAR), Agency for Science, Technology and Research (A*STAR)（高性能计算研究所（IHPC）、科技研究局（A*STAR）前沿人工智能研究中心（CFAR）、科技研究局（A*STAR）） ； School of Computer Science Wuhan University（计算机科学学院 武汉大学） 纠错

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

Pragmatic Heterogeneous Collaborative Perception via Generative Communication Mechanism

Junfei Zhou, Penglin Dai, Quanmin Wei, Bingyi Liu, Xiao Wu, Jianping Wang

机构 * Southwest Jiaotong University（西南交通大学） ； Engineering Research Center of Sustainable Urban Intelligent Transportation, Ministry of Education, China（可持续城市智能交通工程研究中心，教育部，中国） ； Wuhan University of Technology（武汉理工大学） ； City University of Hong Kong（香港城市大学） 纠错

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

Comments 26 pages, 10 figures, accepted to NeurIPS 2025

Tight analyses of first-order methods with error feedback

Daniel Berg Thomsen, Adrien Taylor, Aymeric Dieuleveut

机构 * INRIA, D.I. École Normale Supérieure, PSL Research University（INRIA、巴黎高等师范学院、PSL研究大学） ； CMAP, CNRS, École polytechnique, Institut Polytechnique de Paris（CMAP、国家科学研究中心、巴黎高等理工学院、巴黎理工 institute） 纠错

专题命中 多智能体 ：agent(abstract)；分类 cs.LG

Employee Performance when Implementing Agile Practices in an IT Workforce

Muhammad Hamid Raza Mookadam, Ridewaan Hanslo

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

Comments 11 pages, 1 figure, 1 table, 7th World Symposium on Software Engineering (WSSE 2025)

Edge-Enabled UAV Swarm Deployment for Rapid Post-Disaster Search and Rescue

Alaa Awad Abdellatif, Helder Fontes, Andre Coelho, Luis M. Pessoa, Rui Campos

专题命中 多智能体 ：planning(abstract)

A Meta-Cognitive Swarm Intelligence Framework for Resilient UAV Navigation in GPS-Denied and Cluttered Environments

Mathias Mankoe, Fuqiang Lu, Hualing Bi, Abdulsalam Sibidoo Mubashiru

专题命中 多智能体 ：planning(abstract)

Low Total Fertility in Simple Economic Systems

John C. Stevenson

专题命中 多智能体 ：agent(abstract)

Comments 16 pages, 7 figures, 0 appendices, 2 tables

Sherlock: Reliable and Efficient Agentic Workflow Execution

Yeonju Ro, Haoran Qiu, Íñigo Goiri, Rodrigo Fonseca, Ricardo Bianchini, Aditya Akella, Zhangyang Wang, Mattan Erez, Esha Choukse

专题命中 工作流自动化 ：workflow(title,abstract)；agentic(title,abstract)；分类 cs.SE

Agentic Large Language Models for Conceptual Systems Engineering and Design

Soheyl Massoudi, Mark Fuge

机构 * ETH Zurich（苏黎世联邦理工学院） 纠错

专题命中 工作流自动化 ：agentic(title)；agent(abstract)；workflow(abstract)；multi-agent(abstract)

Comments 32 pages, 4 figures

Agentic AI Process Observability: Discovering Behavioral Variability

Fabiana Fournier, Lior Limonad, Yuval David

专题命中 工作流自动化 ：agentic(title)；agent(abstract)；AI agent(abstract)；分类 cs.AI

Comments 12 pages, 7 figures

Journal ref PMAI 25 (CEUR proceedings); Vol 4087; 2025

Generative AI and Empirical Software Engineering: A Paradigm Shift

Christoph Treude, Margaret-Anne Storey

机构 * School of Computing（计算学院） ； Information Systems Singapore Management University Singapore, Singapore（信息系统新加坡管理大学新加坡） ； Department of Computer Science University of Victoria Victoria, Canada（计算机科学系维多利亚大学加拿大） 纠错

专题命中 工作流自动化 ：AI agent(abstract)；autonomous agent(abstract)；workflow(abstract)；分类 cs.AI、cs.SE

Comments Published at 2nd IEEE/ACM International Conference on AI-powered Software (AIware 2025)

Automated Workflow for Non-Empirical Wannier-Localized Optimal Tuning of Range-Separated Hybrid Functionals

Stephen E. Gant, Francesco Ricci, Guy Ohad, Ashwin Ramasubramaniam, Leeor Kronik, Jeffrey B. Neaton

专题命中 工作流自动化 ：workflow(title,abstract)

Comments 16 pages (31 including references), 2 figures, 4 tables. Submitted to Computer Physics Communications. This version includes reviewers comments

SmartMLOps Studio: Design of an LLM-Integrated IDE with Automated MLOps Pipelines for Model Development and Monitoring

Jiawei Jin, Yingxin Su, Xiaotong Zhu

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.SE

The Ghost in the Keys: A Disklavier Demo for Human-AI Musical Co-Creativity

Louis Bradshaw, Alexander Spangher, Stella Biderman, Simon Colton

机构 * Queen Mary University of London（伦敦玛丽女王大学） ； Stanford University（斯坦福大学） ； EleutherAI 纠错

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI

STAF: Leveraging LLMs for Automated Attack Tree-Based Security Test Generation

Tanmay Khule, Stefan Marksteiner, Jose Alguindigue, Hannes Fuchs, Sebastian Fischmeister, Apurva Narayan

机构 * Department of Systems Design Engineering, University of Waterloo, ON Canada（滑铁卢大学系统设计工程系） ； Smart Calibration and Virtual Testing Department, AVL List GmbH, Graz, Austria（AVL List GmbH智能校准与虚拟测试部门） ； Department of Computer Science, Western University, London, ON, Canada（温哥华大学计算机科学系） 纠错

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI

Comments 18 pages, 2 figures, accepted for 23rd escar Europe (Nov 05-06, 2025, Frankfurt, Germany)

Journal ref 23rd escar Europe : The World's Leading Automotive Cyber Security Conference 2025

Recognising, Anticipating, and Mitigating LLM Pollution of Online Behavioural Research

Raluca Rilla, Tobias Werner, Hiromu Yakura, Iyad Rahwan, Anne-Marie Nussberger

专题命中 工作流自动化 ：agentic(abstract)；分类 cs.AI