AI Agent - arXivDaily 专题

2510.16645 2025-10-21 cs.CL cs.AI cs.LG cs.MA 89%

Unleashing Diverse Thinking Modes in LLMs through Multi-Agent Collaboration

Zhixuan He, Yue Feng

机构 * University of Birmingham, United Kingdom（英国伯明翰大学）

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

2510.08605 2025-10-13 cs.CL cs.AI cs.CR cs.LG 89%

Toward a Safer Web: Multilingual Multi-Agent LLMs for Mitigating Adversarial Misinformation Attacks

Nouar Aldahoul, Yasir Zaki

机构 * New York University Abu Dhabi（纽约大学阿布扎比分校）

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

2504.00218 2025-10-10 cs.MA cs.AI cs.CL cs.LG 89%

$\textit{Agents Under Siege}$: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks

Rana Muhammad Shahroz Khan, Zhen Tan, Sukwon Yun, Charles Fleming, Tianlong Chen

机构 * University of North Carolina at Chapel Hill（北卡罗来纳大学教堂山分校）； Arizona State University（亚利桑那州立大学）； Cisco（思科）

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

2509.23425 2025-09-30 cs.MA 89%

Situational Awareness for Safe and Robust Multi-Agent Interactions Under Uncertainty

Benjamin Alcorn, Eman Hammad

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

2509.23251 2025-09-30 cs.MM cs.SD 89%

XGC-AVis: Towards Audio-Visual Content Understanding with a Multi-Agent Collaborative System

Yuqin Cao, Xiongkuo Min, Yixuan Gao, Wei Sun, Zicheng Zhang, Jinliang Han, Guangtao Zhai

机构 * Shanghai Jiao Tong University（上海交通大学）； East China Normal University（华东师范大学）； Shanghai AI Laboratory（上海人工智能实验室）

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

2509.23026 2025-09-30 cs.MA cs.GT 89%

Game-Theoretic Understandings of Multi-Agent Systems with Multiple Objectives

Yue Wang

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

Comments Preprint, work in progress

2509.15381 2025-09-22 cs.MA 89%

Dynamic Agent Grouping ECBS: Scaling Windowed Multi-Agent Path Finding with Completeness Guarantees

Tiannan Zhang, Rishi Veerapaneni, Shao-Hung Chan, Jiaoyang Li, Maxim Likhachev

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

2509.13712 2025-09-18 cs.MA cs.HC 89%

Inject, Fork, Compare: Defining an Interaction Vocabulary for Multi-Agent Simulation Platforms

HwiJoon Lee, Martina Di Paola, Yoo Jin Hong, Quang-Huy Nguyen, Joseph Seering

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

2508.16044 2025-09-17 cs.DB 89%

AMAZe: A Multi-Agent Zero-shot Index Advisor for Relational Databases

Zhaodonghui Li, Haitao Yuan, Jiachen Shi, Hao Zhang, Yu Rong, Gao Cong

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

2505.19101 2025-09-17 cs.HC 89%

Agentic Visualization: Extracting Agent-based Design Patterns from Visualization Systems

Vaishali Dhanoa, Anton Wolter, Gabriela Molina León, Hans-Jörg Schulz, Niklas Elmqvist

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

Journal ref IEEE Computer Graphics and Applications, vol: 01 (2025) 1-13

2509.11640 2025-09-16 eess.SY cs.SY 89%

$ε$-Optimal Multi-Agent Patrol using Recurrent Strategy

Deepak Mallya, Arpita Sinha, Leena Vachhani

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

2409.13065 2025-09-12 cs.MA cs.RO 89%

Multi-Agent Vulcan: An Information-Driven Multi-Agent Path Finding Approach

Jake Olkin, Viraj Parimi, Brian Williams

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

Comments Due to the limitation "The abstract field cannot be longer than 1,920 characters", the abstract here is shorter than that in the PDF file

2509.07234 2025-09-10 cs.MA cs.RO 89%

Efficient Multi-Agent Coordination via Dynamic Joint-State Graph Construction

Yanlin Zhou, Manshi Limbu, Xuesu Xiao

机构 * George Mason University（乔治·玛森大学）

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

2509.02317 2025-09-03 cs.NI 89%

AI Agent Communication from Internet Architecture Perspective: Challenges and Opportunities

Chenguang Du, Chuyi Wang, Yihan Chao, Xiaohui Xie, Yong Cui

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

Comments Work in Progress

2509.01232 2025-09-03 cs.CV 89%

FantasyHSI: Video-Generation-Centric 4D Human Synthesis In Any Scene through A Graph-based Multi-Agent Framework

Lingzhou Mu, Qiang Wang, Fan Jiang, Mengchao Wang, Yaqi Fan, Mu Xu, Kai Zhang

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

Comments https://fantasy-amap.github.io/fantasy-hsi/

2505.03735 2025-09-03 cs.CV 89%

Multi-Agent System for Comprehensive Soccer Understanding

Jiayuan Rao, Zifeng Li, Haoning Wu, Ya Zhang, Yanfeng Wang, Weidi Xie

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

Comments Accepted by ACM MM 2025; Project Page: https://jyrao.github.io/SoccerAgent/

2504.14837 2025-09-03 cs.DB 89%

SQL-Factory: A Multi-Agent Framework for High-Quality and Large-Scale SQL Generation

Jiahui Li, Tongwang Wu, Yuren Mao, Yunjun Gao, Yajie Feng, Huaizhong Liu

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

2505.12490 2025-09-01 cs.CR 89%

Improving Google A2A Protocol: Protecting Sensitive Data and Mitigating Unintended Harms in Multi-Agent Systems

Yedidel Louck, Ariel Stulman, Amit Dvir

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

2508.20019 2025-08-28 cs.LG cs.AI cs.CL cs.MA 89%

Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence

Ji Wang, Kashing Chen, Xinyuan Song, Ke Zhang, Lynn Ai, Eric Yang, Bill Shi

机构 * Gradient ； The Chinese University of Hong Kong（香港中文大学）； Department of Computer Science and Computer Engineering, Waseda University（计算机科学与工程系，早稻田大学）

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

2508.15819 2025-08-25 cs.NI 89%

Agent Communications toward Agentic AI at Edge -- A Case Study of the Agent2Agent Protocol

Qiang Duan, Zhihui Lu

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

2508.14679 2025-08-21 cs.NI 89%

Energy-Efficient Routing Algorithm for Wireless Sensor Networks: A Multi-Agent Reinforcement Learning Approach

Parham Soltani, Mehrshad Eskandarpour, Amir Ahmadizad, Hossein Soleimani

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

2505.14978 2025-08-19 cs.SE cs.AI cs.LG 89%

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation

Ghasem Pasandi, Kishor Kunal, Varun Tej, Kunjal Shah, Hanfei Sun, Sumit Jain, Chunhui Li, Chenhui Deng, Teodor-Dumitru Ene, Haoxing Ren, Sreedhar Pratty

机构 * Nvidia Corp.（英伟达公司）

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

2508.08283 2025-08-13 cs.CL cs.AI cs.LG cs.MA cs.RO 89%

MinionsLLM: a Task-adaptive Framework For The Training and Control of Multi-Agent Systems Through Natural Language

Andres Garcia Rincon, Eliseo Ferrante

机构 * Vrije Universiteit Amsterdam, The Netherlands（阿姆斯特丹自由大学，荷兰）； NYU Abu Dhabi, United Arab Emirates（纽约大学阿布扎克分校，阿联酋）

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

2508.06948 2025-08-12 cs.DC 89%

Kairos: Low-latency Multi-Agent Serving with Shared LLMs and Excessive Loads in the Public Cloud

Jinyuan Chen, Jiuchen Shi, Quan Chen, Minyi Guo

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

2508.05890 2025-08-11 cs.MA 89%

Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery

Yue Zhang, Zhe Chen, Daniel Harabor, Pierre Le Bodic, Peter J. Stuckey

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

2508.05503 2025-08-08 cs.CV 89%

AutoIAD: Manager-Driven Multi-Agent Collaboration for Automated Industrial Anomaly Detection

Dongwei Ji, Bingzhang Hu, Yi Zhou

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

2508.03370 2025-08-06 cs.CE cs.MA 89%

A Closed-Loop Multi-Agent Framework for Aerodynamics-Aware Automotive Styling Design

Xinyu Jin, Shengmao Yan, Qingtao Wang, Shisong Deng, Yanzhen Jiang, Shuangyao Zhao

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

2507.19860 2025-07-29 cs.RO cs.MA cs.SY eess.SY 89%

Homotopy-aware Multi-agent Navigation via Distributed Model Predictive Control

Haoze Dong, Meng Guo, Chengyi He, Zhongkui Li

机构 * School of Advanced Manufacturing and Robotics, Peking University（先进制造与机器人学院，北京大学）； School of Computer Science and Engineering, Beihang University（计算机科学与工程学院，北航）

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

2506.18679 2025-07-16 cs.CV 89%

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation

Ruicheng Zhang, Yu Sun, Zeyu Zhang, Jinai Li, Xiaofan Liu, Au Hoi Fan, Haowei Guo, Puxin Yan

机构 * Sun Yat-sen University（中山大学）； The Australian National University（澳大利亚国立大学）

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

2507.07400 2025-07-11 cs.DC cs.MA 89%

KVFlow: Efficient Prefix Caching for Accelerating LLM-Based Multi-Agent Workflows

Zaifeng Pan, Ajjkumar Patel, Zhengding Hu, Yipeng Shen, Yue Guan, Wan-Lu Li, Lianhui Qin, Yida Wang, Yufei Ding

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

1. 多智能体 14903 篇

Unleashing Diverse Thinking Modes in LLMs through Multi-Agent Collaboration

Toward a Safer Web: Multilingual Multi-Agent LLMs for Mitigating Adversarial Misinformation Attacks

$\textit{Agents Under Siege}$: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks

Situational Awareness for Safe and Robust Multi-Agent Interactions Under Uncertainty

XGC-AVis: Towards Audio-Visual Content Understanding with a Multi-Agent Collaborative System

Game-Theoretic Understandings of Multi-Agent Systems with Multiple Objectives

Dynamic Agent Grouping ECBS: Scaling Windowed Multi-Agent Path Finding with Completeness Guarantees

Inject, Fork, Compare: Defining an Interaction Vocabulary for Multi-Agent Simulation Platforms

AMAZe: A Multi-Agent Zero-shot Index Advisor for Relational Databases

Agentic Visualization: Extracting Agent-based Design Patterns from Visualization Systems

$ε$-Optimal Multi-Agent Patrol using Recurrent Strategy

Multi-Agent Vulcan: An Information-Driven Multi-Agent Path Finding Approach

Efficient Multi-Agent Coordination via Dynamic Joint-State Graph Construction

AI Agent Communication from Internet Architecture Perspective: Challenges and Opportunities

FantasyHSI: Video-Generation-Centric 4D Human Synthesis In Any Scene through A Graph-based Multi-Agent Framework

Multi-Agent System for Comprehensive Soccer Understanding

SQL-Factory: A Multi-Agent Framework for High-Quality and Large-Scale SQL Generation

Improving Google A2A Protocol: Protecting Sensitive Data and Mitigating Unintended Harms in Multi-Agent Systems

Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence

Agent Communications toward Agentic AI at Edge -- A Case Study of the Agent2Agent Protocol

Energy-Efficient Routing Algorithm for Wireless Sensor Networks: A Multi-Agent Reinforcement Learning Approach

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation

MinionsLLM: a Task-adaptive Framework For The Training and Control of Multi-Agent Systems Through Natural Language

Kairos: Low-latency Multi-Agent Serving with Shared LLMs and Excessive Loads in the Public Cloud

Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery

AutoIAD: Manager-Driven Multi-Agent Collaboration for Automated Industrial Anomaly Detection

A Closed-Loop Multi-Agent Framework for Aerodynamics-Aware Automotive Styling Design

Homotopy-aware Multi-agent Navigation via Distributed Model Predictive Control

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation

KVFlow: Efficient Prefix Caching for Accelerating LLM-Based Multi-Agent Workflows