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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。

2025-09-12 至 2025-09-12 共收录 57 信号源:cs.AI, cs.CL, cs.LG, cs.SE

1. 多智能体 14 篇

2410.19685 2025-09-12 cs.MA cs.SI 67%

The Sound of Silence in Social Networks

Jesús Aranda, Juan Francisco Díaz, David Gaona, Frank Valencia

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

Comments 20 pages and 5 figures

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2509.09269 2025-09-12 math.OC cs.SY eess.SY math.AP 67%

The role of communication delays in the optimal control of spatially invariant systems

Luca Ballotta, Juncal Arbelaiz, Vijay Gupta, Luca Schenato, Mihailo R. Jovanović

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

Comments © 2025 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

Journal ref IEEE Transactions on Automatic Control 2025

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2509.09048 2025-09-12 eess.SY cs.SY 50%

Decentralized Local Voltage Control for Active Distribution Networks

Diana Vieira Fernandes, Soummya Kar, Carlos Santos Silva

专题命中 多智能体 :agent(abstract)

Comments To appear in IEEE SmartGridComm'25 - 2025 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)

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2. 工作流自动化 5 篇

2509.07571 2025-09-12 cs.MA cs.AI 83%

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference

Xiyu Guo, Shan Wang, Chunfang Ji, Xuefeng Zhao, Wenhao Xi, Yaoyao Liu, Qinglan Li, Chao Deng, Junlan Feng

机构 * JIUTIAN Team, China Mobile Research Institute(钧天团队,中国移动研究院)

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

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2509.09560 2025-09-12 cs.AI cs.LG 81%

Boosting Embodied AI Agents through Perception-Generation Disaggregation and Asynchronous Pipeline Execution

Shulai Zhang, Ao Xu, Quan Chen, Han Zhao, Weihao Cui, Ningxin Zheng, Haibin Lin, Xin Liu, Minyi Guo

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

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

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2509.09234 2025-09-12 cs.CL 74%

Agentic LLMs for Question Answering over Tabular Data

Rishit Tyagi, Mohit Gupta, Rahul Bouri

专题命中 工作流自动化 :agentic(title);分类 cs.CL

Comments Accepted at ACL workshop SemEval 2025

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2509.08927 2025-09-12 cs.CY 50%

AuraSight: Generating Realistic Social Media Data

Lynnette Hui Xian Ng, Bianca N. Y. Kang, Kathleen M. Carley

专题命中 工作流自动化 :agent(abstract)

Comments Carnegie Mellon University Technical Report

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2508.10351 2025-09-12 cs.CV 50%

Glo-UMF: A Unified Multi-model Framework for Automated Morphometry of Glomerular Ultrastructural Characterization

Zhentai Zhang, Danyi Weng, Guibin Zhang, Xiang Chen, Kaixing Long, Jian Geng, Yanmeng Lu, Lei Zhang, Zhitao Zhou, Lei Cao

机构 * School of Biomedical Engineering(生物医学工程学院) Southern Medical University(南方医科大学) Guangdong Provincial Key Laboratory of Medical Image Processing(广东省医学影像处理重点实验室) Guangdong Province Engineering Laboratory for Medical Imaging and Diagnostic Technology(广东省医学影像与诊断技术工程实验室) Department of Pathology, School of Basic Medical Sciences(基础医学学院病理学系) Guangzhou Huayin Medical Laboratory Center(广州华英医学实验室中心) Central Laboratory(中心实验室) Department of Nephrology(肾内科)

专题命中 工作流自动化 :workflow(abstract)

Comments 17 pages, 6 figures

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3. 软件智能体 4 篇

2502.05857 2025-09-12 cs.CV cs.AI cs.LG 81%

EgoAgent: A Joint Predictive Agent Model in Egocentric Worlds

Lu Chen, Yizhou Wang, Shixiang Tang, Qianhong Ma, Tong He, Wanli Ouyang, Xiaowei Zhou, Hujun Bao, Sida Peng

机构 * State Key Lab of CAD&CG, Zhejiang University(浙江大学CAD与CG国家重点实验室) The Chinese University of Hong Kong(香港中文大学) Shanghai Jiao Tong University(上海交通大学) Shanghai Artificial Intelligence Laboratory(上海人工智能实验室)

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

Comments Project Page: https://egoagent.github.io | Demo Video: https://youtu.be/qhfHp_sfDvY

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2509.09194 2025-09-12 cs.SE cs.AI 62%

On Integrating Large Language Models and Scenario-Based Programming for Improving Software Reliability

Ayelet Berzack, Guy Katz

机构 * The Hebrew University Of Jerusalem(耶路撒冷希伯来大学)

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

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2502.19279 2025-09-12 cs.CL 57%

CritiQ: Mining Data Quality Criteria from Human Preferences

Honglin Guo, Kai Lv, Qipeng Guo, Tianyi Liang, Zhiheng Xi, Demin Song, Qiuyinzhe Zhang, Yu Sun, Kai Chen, Xipeng Qiu, Tao Gui

专题命中 软件智能体 :agent(abstract);分类 cs.CL

Comments to be published in ACL 2025, Code is available at https://github.com/KYLN24/CritiQ

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2509.08901 2025-09-12 physics.soc-ph astro-ph.IM hep-ex 50%

ORLCA: A concept for an open-source Life Cycle Assessment repository built for research

Hannah Wakeling, Kristin Lohwasser, Peter Millington

专题命中 软件智能体 :planning(abstract)

Comments 8 pages, 1 figure

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4. GUI与网页智能体 4 篇

2508.03700 2025-09-12 cs.HC cs.AI 83%

MagicGUI: A Foundational Mobile GUI Agent with Scalable Data Pipeline and Reinforcement Fine-tuning

Liujian Tang, Shaokang Dong, Yijia Huang, Minqi Xiang, Hongtao Ruan, Bin Wang, Shuo Li, Zhiheng Xi, Zhihui Cao, Hailiang Pang, Heng Kong, He Yang, Mingxu Chai, Zhilin Gao, Xingyu Liu, Yingnan Fu, Jiaming Liu, Xuanjing Huang, Yu-Gang Jiang, Tao Gui, Qi Zhang, Kang Wang, Yunke Zhang, Yuran Wang

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

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2503.18492 2025-09-12 cs.HC cs.AI cs.CL 81%

VeriSafe Agent: Safeguarding Mobile GUI Agent via Logic-based Action Verification

Jungjae Lee, Dongjae Lee, Chihun Choi, Youngmin Im, Jaeyoung Wi, Kihong Heo, Sangeun Oh, Sunjae Lee, Insik Shin

机构 * School of Computing, KAIST(计算机学院,韩国科学技术院) Korea University(韩国大学) Sungkyunkwan University(成均馆大学)

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

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2509.09594 2025-09-12 cs.RO cs.AI cs.CV cs.LG cs.SY eess.SY 73%

ObjectReact: Learning Object-Relative Control for Visual Navigation

Sourav Garg, Dustin Craggs, Vineeth Bhat, Lachlan Mares, Stefan Podgorski, Madhava Krishna, Feras Dayoub, Ian Reid

机构 * University of Adelaide, Australia(澳大利亚阿德莱德大学) IIIT Hyderabad, India(印度海得拉巴IIIT) MBZUAI, UAE(阿联酋MBZUAI)

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

Comments CoRL 2025; 23 pages including appendix

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2504.15917 2025-09-12 cs.SE 70%

Towards Test Generation from Task Description for Mobile Testing with Multi-modal Reasoning

Hieu Huynh, Hai Phung, Hao Pham, Tien N. Nguyen, Vu Nguyen

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

Comments Change the method and experimentation

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5. 记忆与上下文管理 2 篇

2505.07815 2025-09-12 cs.RO cs.CV cs.LG 79%

Imagine, Verify, Execute: Memory-guided Agentic Exploration with Vision-Language Models

Seungjae Lee, Daniel Ekpo, Haowen Liu, Furong Huang, Abhinav Shrivastava, Jia-Bin Huang

专题命中 记忆与上下文管理 :agentic(title,abstract);分类 cs.LG

Comments Project webpage: https://ive-robot.github.io/

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2504.05312 2025-09-12 cs.IR cs.AI 70%

Towards Adaptive Memory-Based Optimization for Enhanced Retrieval-Augmented Generation

Qitao Qin, Yucong Luo, Yihang Lu, Zhibo Chu, Xiaoman Liu, Xianwei Meng

机构 * University of Science and Technology of China(中国科学技术大学) Hefei Institutes of Physical Science, Chinese Academy of Sciences(中国科学院合肥研究院)

专题命中 记忆与上下文管理 :agent(abstract);multi-agent(abstract);分类 cs.AI

Comments Accept by ACL 2025 findings

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6. Agent评测 9 篇

2509.06602 2025-09-12 cs.LG cs.AI 88%

Demo: Healthcare Agent Orchestrator (HAO) for Patient Summarization in Molecular Tumor Boards

Matthias Blondeel, Noel Codella, Sam Preston, Hao Qiu, Leonardo Schettini, Frank Tuan, Wen-wai Yim, Smitha Saligrama, Mert Öz, Shrey Jain, Matthew P. Lungren, Thomas Osborne

机构 * Microsoft Health and Life Sciences(微软健康与生命科学)

专题命中 Agent评测 :agent(title,abstract);AI agent(abstract);workflow(abstract);multi-agent(abstract)

Comments 9 pages, 1 figure; Added missing co-authors and contributors

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2412.06435 2025-09-12 cs.AI 77%

Simulating Human-like Daily Activities with Desire-driven Autonomy

Yiding Wang, Yuxuan Chen, Fangwei Zhong, Long Ma, Yizhou Wang

机构 * Institute for Artificial Intelligence, Peking University(北京大学人工智能研究院) The University of Hong Kong(香港大学) School of Artificial Intelligence, Beijing Normal University(北京师范大学人工智能学院) Academy for Advanced Interdisciplinary Studies, Peking University(北京大学先进跨学科研究学院) State Key Laboratory of General Artificial Intelligence, BIGAI(通用人工智能国家重点实验室,BIGAI) Center on Frontiers of Computing Studies, School of Computer Science, Nat’l Eng. Research Center of Visual Technology, Peking University(计算前沿研究中心,计算机科学学院,国家工程视觉技术研究中心,北京大学)

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

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2509.09321 2025-09-12 cs.AI 74%

Towards Adaptive ML Benchmarks: Web-Agent-Driven Construction, Domain Expansion, and Metric Optimization

Hangyi Jia, Yuxi Qian, Hanwen Tong, Xinhui Wu, Lin Chen, Feng Wei

专题命中 Agent评测 :agent(title);分类 cs.AI

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2509.09356 2025-09-12 cs.AI cs.RO 70%

Curriculum-Based Multi-Tier Semantic Exploration via Deep Reinforcement Learning

Abdel Hakim Drid, Vincenzo Suriani, Daniele Nardi, Abderrezzak Debilou

机构 * Department of Electrical Engineering - Mohamed Khider, University of Biskra, Biskra (Algeria)(巴尔克拉大学电子工程系) Department of Engineering - University of Basilicata, Potenza (Italy)(巴塞里卡大学工程系) Department of Computer, Control, and Management Engineering ``Antonio Ruberti'', Sapienza University of Rome, Rome (Italy)(罗马萨皮恩扎大学计算机、控制与管理工程系)

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

Comments The 19th International Conference on Intelligent Autonomous Systems (IAS 19), 2025, Genoa

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2509.09281 2025-09-12 cs.HC 67%

Flip Co-op: Cooperative Takeovers in Shared Autonomy

Sandeep Banik, Naira Hovakimyan

专题命中 Agent评测 :agent(abstract);autonomous agent(abstract)

Comments 11 pages and 4 figures

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2408.13630 2025-09-12 cs.MA cs.AI cs.GT cs.LG econ.GN q-fin.EC 62%

DeepVoting: Learning and Fine-Tuning Voting Rules with Canonical Embeddings

Leonardo Matone, Ben Abramowitz, Ben Armstrong, Avinash Balakrishnan, Nicholas Mattei

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

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2509.09656 2025-09-12 econ.TH 50%

Heterogeneous Agents in the Data Economy

Yongheng Hu

专题命中 Agent评测 :agent(abstract)

Comments 15 pages, 1 figure

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2509.09324 2025-09-12 cs.CV 50%

Fine-Grained Customized Fashion Design with Image-into-Prompt benchmark and dataset from LMM

Hui Li, Yi You, Qiqi Chen, Bingfeng Zhang, George Q. Huang

机构 * The Hong Kong Polytechnic University, China(香港理工大学) China University of Petroleum (East China), China(中国石油大学(华东))

专题命中 Agent评测 :workflow(abstract)

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2509.08890 2025-09-12 quant-ph cond-mat.stat-mech 50%

Machine learning the effects of many quantum measurements

Wanda Hou, Samuel J. Garratt, Norhan M. Eassa, Eliott Rosenberg, Pedram Roushan, Yi-Zhuang You, Ehud Altman

专题命中 Agent评测 :agent(abstract)

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