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AI 大模型

AI Agent

智能体、工具调用、规划、工作流、多智能体和自主任务执行。

2025-09-08 至 2025-09-08 共收录 58 信号源:cs.AI, cs.CL, cs.LG, cs.SE

1. 规划决策 25 篇

2509.00981 2025-09-08 cs.RO 50%

Enhanced Mean Field Game for Interactive Decision-Making with Varied Stylish Multi-Vehicles

Liancheng Zheng, Zhen Tian, Yangfan He, Shuo Liu, Huilin Chen, Fujiang Yuan, Yanhong Peng

机构 * School of Mechanical Engineering, Shandong Huayu University of Technology(山东华宇科技大学机械工程学院) James Watt School of Engineering, University of Glasgow(格拉斯哥大学詹姆斯·瓦特工程学院) Computer science with the University of Minnesota - Twin Cities(明尼苏达大学双城分校计算机科学) Boston University(波士顿大学) Faculty of Computer Science and Information Technology, University of Malaya(马来亚大学计算机科学与信息技术学院) School of Computer Science and Technology, Taiyuan Normal University(太原师范学院计算机科学与技术学院) College of Mechanical Engineering, Chongqing University of Technology(重庆理工大学机械工程学院)

专题命中 规划决策 :planning(abstract)

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2. 多智能体 7 篇

2509.04993 2025-09-08 cs.MA cs.AI 89%

LLM Enabled Multi-Agent System for 6G Networks: Framework and Method of Dual-Loop Edge-Terminal Collaboration

Zheyan Qu, Wenbo Wang, Zitong Yu, Boquan Sun, Yang Li, Xing Zhang

机构 * Beijing University of Posts and Telecommunications(北京邮电大学)

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

Comments This paper has been accepted by IEEE Communications Magazine

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2503.02445 2025-09-08 cs.LG cs.CL cs.MA 88%

BRIDGE: Bootstrapping Text to Control Time-Series Generation via Multi-Agent Iterative Optimization and Diffusion Modeling

Hao Li, Yu-Hao Huang, Chang Xu, Viktor Schlegel, Renhe Jiang, Riza Batista-Navarro, Goran Nenadic, Jiang Bian

机构 * Microsoft Research(微软研究院) The University of Manchester, UK(英国曼彻斯特大学) Nanjing University, China(南京大学) Imperial College London, Imperial Global Singapore, Singapore(伦敦帝国学院,新加坡帝国全球分校,新加坡) The University of Tokyo, Japan(日本东京大学)

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

Comments ICML 2025 Main Conference

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2509.05051 2025-09-08 quant-ph cs.LG 88%

QCA-MolGAN: Quantum Circuit Associative Molecular GAN with Multi-Agent Reinforcement Learning

Aaron Mark Thomas, Yu-Cheng Chen, Hubert Okadome Valencia, Sharu Theresa Jose, Ronin Wu

机构 * Department of Computer Science(计算机科学系) University of Birmingham(伯明翰大学) QunaSys Europe(QunaSys欧洲分公司) Hon Hai Research Institute(鸿海研究机构) Departement of Computer Science(计算机科学系)

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

Comments Accepted to the proceedings of IEEE Quantum Artificial Intelligence, 6 pages, 3 figures

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2509.04876 2025-09-08 cs.AI 88%

OSC: Cognitive Orchestration through Dynamic Knowledge Alignment in Multi-Agent LLM Collaboration

Jusheng Zhang, Yijia Fan, Kaitong Cai, Xiaofei Sun, Keze Wang

机构 * Sun Yat-sen University(中山大学) Alibaba Group(阿里巴巴集团)

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

Comments Accepted at EMNLP 2025 (Long Paper)

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2509.00801 2025-09-08 eess.SY cs.MA cs.SY 88%

Adaptation of Parameters in Heterogeneous Multi-agent Systems

Hyungbo Shim, Jin Gyu Lee, B. D. O. Anderson

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

Comments 10 pages, 2 figures, IEEE Conf. on Decision and Control 2025

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2509.05042 2025-09-08 cs.RO 67%

Shared Autonomy through LLMs and Reinforcement Learning for Applications to Ship Hull Inspections

Cristiano Caissutti, Estelle Gerbier, Ehsan Khorrambakht, Paolo Marinelli, Andrea Munafo', Andrea Caiti

机构 * Dept. of Information Engineering University of Pisa, Italy Pisa, Italy(信息工程系 乌迪内大学 乌迪内,意大利)

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

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2408.07923 2025-09-08 cs.CY cs.CC econ.GN q-fin.EC 50%

When and Why is Persuasion Hard? A Computational Complexity Result

Zachary Wojtowicz

专题命中 多智能体 :AI agent(abstract)

Comments 5 pages

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3. 工作流自动化 2 篇

2507.05528 2025-09-08 cs.AI cs.CL 90%

Conversational Education at Scale: A Multi-LLM Agent Workflow for Procedural Learning and Pedagogic Quality Assessment

Jiahuan Pei, Fanghua Ye, Xin Sun, Wentao Deng, Koen Hindriks, Junxiao Wang

机构 * Vrije University of Amsterdam(阿姆斯特丹自由大学) University College London(伦敦大学学院) University of Amsterdam(阿姆斯特丹大学) National Institute of Informatics(日本信息处理学会) Shandong University(山东大学) Guangzhou University(广州大学)

专题命中 工作流自动化 :agent(title,abstract);workflow(title,abstract);multi-agent(abstract);分类 cs.AI、cs.CL

Comments 14 pages, accepted by EMNLP 2025

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2509.04871 2025-09-08 cs.AI cs.LG 88%

Cloning a Conversational Voice AI Agent from Call\,Recording Datasets for Telesales

Krittanon Kaewtawee, Wachiravit Modecrua, Krittin Pachtrachai, Touchapon Kraisingkorn

机构 * Amity AI Research and Application Center(阿米蒂AI研究与应用中心)

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

Comments 10 pages, 4 figures

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4. 软件智能体 3 篇

2509.05197 2025-09-08 cs.SE cs.AI cs.HC 84%

AI Agents for Web Testing: A Case Study in the Wild

Naimeng Ye, Xiao Yu, Ruize Xu, Tianyi Peng, Zhou Yu

机构 * Columbia University(哥伦比亚大学)

专题命中 软件智能体 :AI agent(title,abstract);agent(abstract);分类 cs.AI、cs.SE

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2409.16299 2025-09-08 cs.SE cs.AI 79%

HyperAgent: Generalist Software Engineering Agents to Solve Coding Tasks at Scale

Huy Nhat Phan, Tien N. Nguyen, Phong X. Nguyen, Nghi D. Q. Bui

专题命中 软件智能体 :agent(abstract);planning(abstract);multi-agent(abstract);分类 cs.AI、cs.SE

Comments 49 pages

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2506.20938 2025-09-08 cs.DC 50%

ParEval-Repo: A Benchmark Suite for Evaluating LLMs with Repository-level HPC Translation Tasks

Joshua H. Davis, Daniel Nichols, Ishan Khillan, Abhinav Bhatele

专题命中 软件智能体 :agentic(abstract)

Comments 10 pages, 5 figures

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5. GUI与网页智能体 4 篇

2509.02544 2025-09-08 cs.AI cs.CL cs.CV cs.HC 86%

UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning

Haoming Wang, Haoyang Zou, Huatong Song, Jiazhan Feng, Junjie Fang, Junting Lu, Longxiang Liu, Qinyu Luo, Shihao Liang, Shijue Huang, Wanjun Zhong, Yining Ye, Yujia Qin, Yuwen Xiong, Yuxin Song, Zhiyong Wu, Aoyan Li, Bo Li, Chen Dun, Chong Liu, Daoguang Zan, Fuxing Leng, Hanbin Wang, Hao Yu, Haobin Chen, Hongyi Guo, Jing Su, Jingjia Huang, Kai Shen, Kaiyu Shi, Lin Yan, Peiyao Zhao, Pengfei Liu, Qinghao Ye, Renjie Zheng, Shulin Xin, Wayne Xin Zhao, Wen Heng, Wenhao Huang, Wenqian Wang, Xiaobo Qin, Yi Lin, Youbin Wu, Zehui Chen, Zihao Wang, Baoquan Zhong, Xinchun Zhang, Xujing Li, Yuanfan Li, Zhongkai Zhao, Chengquan Jiang, Faming Wu, Haotian Zhou, Jinlin Pang, Li Han, Qi Liu, Qianli Ma, Siyao Liu, Songhua Cai, Wenqi Fu, Xin Liu, Yaohui Wang, Zhi Zhang, Bo Zhou, Guoliang Li, Jiajun Shi, Jiale Yang, Jie Tang, Li Li, Qihua Han, Taoran Lu, Woyu Lin, Xiaokang Tong, Xinyao Li, Yichi Zhang, Yu Miao, Zhengxuan Jiang, Zili Li, Ziyuan Zhao, Chenxin Li, Dehua Ma, Feng Lin, Ge Zhang, Haihua Yang, Hangyu Guo, Hongda Zhu, Jiaheng Liu, Junda Du, Kai Cai, Kuanye Li, Lichen Yuan, Meilan Han, Minchao Wang, Shuyue Guo, Tianhao Cheng, Xiaobo Ma, Xiaojun Xiao, Xiaolong Huang, Xinjie Chen, Yidi Du, Yilin Chen, Yiwen Wang, Zhaojian Li, Zhenzhu Yang, Zhiyuan Zeng, Chaolin Jin, Chen Li, Hao Chen, Haoli Chen, Jian Chen, Qinghao Zhao, Guang Shi

机构 * ByteDance Seed(字节跳动种子)

专题命中 GUI与网页智能体 :agent(title,abstract);AI agent(abstract);autonomous agent(abstract);分类 cs.AI、cs.CL

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2506.13205 2025-09-08 cs.CR cs.AI 57%

Poison Once, Control Anywhere: Clean-Text Visual Backdoors in VLM-based Mobile Agents

Xuan Wang, Siyuan Liang, Zhe Liu, Yi Yu, Aishan Liu, Yuliang Lu, Xitong Gao, Ee-Chien Chang

专题命中 GUI与网页智能体 :agent(abstract);分类 cs.AI

Comments 10 pages

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2408.02544 2025-09-08 cs.CL 57%

Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions

Xinbei Ma, Yiting Wang, Yao Yao, Tongxin Yuan, Aston Zhang, Zhuosheng Zhang, Hai Zhao

机构 * School of Computer Science(计算机学院) Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering(智能交互与认知工程重点实验室) Shanghai Jiao Tong University(上海交通大学) Shanghai Key Laboratory of Trusted Data Circulation and Governance in Web3(Web3可信数据流通与治理上海市重点实验室) GenAI, Meta(Meta GenAI)

专题命中 GUI与网页智能体 :agent(abstract);分类 cs.CL

Comments ACL 2025

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2509.04836 2025-09-08 cs.RO 50%

COMMET: A System for Human-Induced Conflicts in Mobile Manipulation of Everyday Tasks

Dongping Li, Shaoting Peng, John Pohovey, Katherine Rose Driggs-Campbell

机构 * University of Illinois Urbana-Champaign(伊利诺伊大学厄巴纳-香槟分校) Department of Electrical and Computer Engineering(电气与计算机工程系) ZJU-UIUC Institute(浙大-伊利诺伊大学联合学院)

专题命中 GUI与网页智能体 :workflow(abstract)

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6. Agent评测 11 篇

2508.16172 2025-09-08 cs.AI 79%

Graph RAG as Human Choice Model: Building a Data-Driven Mobility Agent with Preference Chain

Kai Hu, Parfait Atchade-Adelomou, Carlo Adornetto, Adrian Mora-Carrero, Luis Alonso-Pastor, Ariel Noyman, Yubo Liu, Kent Larson

专题命中 Agent评测 :agent(title,abstract);分类 cs.AI

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2509.04794 2025-09-08 cs.CL 70%

Personality as a Probe for LLM Evaluation: Method Trade-offs and Downstream Effects

Gunmay Handa, Zekun Wu, Adriano Koshiyama, Philip Treleaven

机构 * University College London(伦敦大学学院)

专题命中 Agent评测 :agent(abstract);agentic(abstract);分类 cs.CL

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2503.19065 2025-09-08 cs.CV 67%

WikiAutoGen: Towards Multi-Modal Wikipedia-Style Article Generation

Zhongyu Yang, Jun Chen, Dannong Xu, Junjie Fei, Xiaoqian Shen, Liangbing Zhao, Chun-Mei Feng, Mohamed Elhoseiny

机构 * King Abdullah University of Science and Technology(国王阿卜杜勒阿齐兹大学科学与技术大学) Lanzhou University(兰州大学) Meta AI The University of Sydney(悉尼大学) IHPC, A*STAR(IHPC,A*STAR)

专题命中 Agent评测 :agent(abstract);multi-agent(abstract)

Comments ICCV 2025, Project in https://wikiautogen.github.io/

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2407.18416 2025-09-08 cs.CL cs.AI cs.LG 67%

PersonaGym: Evaluating Persona Agents and LLMs

Vinay Samuel, Henry Peng Zou, Yue Zhou, Shreyas Chaudhari, Ashwin Kalyan, Tanmay Rajpurohit, Ameet Deshpande, Karthik Narasimhan, Vishvak Murahari

机构 * University of Maryland, College Park(马里兰大学 College Park分校) University of Illinois Chicago(伊利诺伊大学芝加哥分校) University of Massachusetts Amherst(马萨诸塞大学阿姆赫斯特分校) Georgia Tech(佐治亚理工学院) Princeton University(普林斯顿大学)

专题命中 Agent评测 :agent(abstract);分类 cs.AI、cs.CL、cs.LG

Comments EMNLP Findings 2025

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2505.22809 2025-09-08 cs.CL cs.AI cs.HC 66%

First Steps Towards Overhearing LLM Agents: A Case Study With Dungeons & Dragons Gameplay

Andrew Zhu, Evan Osgood, Chris Callison-Burch

机构 * University of Pennsylvania(宾夕法尼亚大学)

专题命中 Agent评测 :agent(abstract);分类 cs.AI、cs.CL;AI agent(comments)

Comments 9 pages, 5 figures. COLM 2025 Workshop on AI Agents

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2508.11987 2025-09-08 cs.AI cs.LG 62%

FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction

Zhiyuan Zeng, Jiashuo Liu, Siyuan Chen, Tianci He, Yali Liao, Yixiao Tian, Jinpeng Wang, Zaiyuan Wang, Yang Yang, Lingyue Yin, Mingren Yin, Zhenwei Zhu, Tianle Cai, Zehui Chen, Jiecao Chen, Yantao Du, Xiang Gao, Jiacheng Guo, Liang Hu, Jianpeng Jiao, Xiangsheng Li, Jingkai Liu, Shuang Ni, Zhoufutu Wen, Ge Zhang, Kaiyuan Zhang, Xin Zhou, Jose Blanchet, Xipeng Qiu, Mengdi Wang, Wenhao Huang

机构 * Fudan University(复旦大学) Stanford University(斯坦福大学) Princeton University(普林斯顿大学)

专题命中 Agent评测 :agent(abstract);分类 cs.AI、cs.LG

Comments Technical report, 51 pages. Update the results

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2509.04465 2025-09-08 cs.CL cs.AI 62%

Emotionally-Aware Agents for Dispute Resolution

Sushrita Rakshit, James Hale, Kushal Chawla, Jeanne M. Brett, Jonathan Gratch

机构 * University of Michigan(密歇根大学) University of Southern California(南加州大学) Northwestern University(西北大学)

专题命中 Agent评测 :agent(abstract);分类 cs.AI、cs.CL

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2509.04775 2025-09-08 cs.CV 50%

Comparative Evaluation of Traditional and Deep Learning Feature Matching Algorithms using Chandrayaan-2 Lunar Data

R. Makharia, J. G. Singla, Amitabh, N. Dube, H. Sharma

专题命中 Agent评测 :planning(abstract)

Comments 27 pages, 11 figures, 3 tables

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2412.18923 2025-09-08 math.DS 50%

Asymptotic stability of the high-dimensional Kuramoto model on Stiefel manifolds

Dohyun Kim, Woojoo Shim

专题命中 Agent评测 :agent(abstract)

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2402.00921 2025-09-08 cs.GT cs.DM 50%

Allocation of Indivisible Items with a Common Preference Graph: Minimizing Total Dissatisfaction

Nina Chiarelli, Clément Dallard, Andreas Darmann, Stefan Lendl, Martin Milanič, Peter Muršič, Ulrich Pferschy

专题命中 Agent评测 :agent(abstract)

Comments 33 pages, 3 figures

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2308.09625 2025-09-08 cs.GT 50%

Multi-weighted Reachability Games and Their Application to Permissiveness

Thomas Brihaye, Aline Goeminne

专题命中 Agent评测 :agent(abstract)

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