arXivDaily arXiv每日学术速递 周一至周五更新

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。

2025-10-29 至 2025-10-29 共收录 100 信号源:cs.AI, cs.CL, cs.LG, cs.SE

1. 多智能体 11 篇

2510.23988 2025-10-29 cs.RO 67%

A Survey on Collaborative SLAM with 3D Gaussian Splatting

Phuc Nguyen Xuan, Thanh Nguyen Canh, Huu-Hung Nguyen, Nak Young Chong, Xiem HoangVan

机构 * Institute of System Integration, Le Quy Don Technical University, Hanoi, 10000, Vietnam(越南吕文技术大学系统整合研究所) Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and Technology(日本先进科学技术研究院先进科学技术研究生院) University of Engineering and Technology, Vietnam National University, Hanoi, 10000, Vietnam(越南国家大学工程技术大学)

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

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2510.23899 2025-10-29 cs.MA cs.RO 67%

Coordinated Autonomous Drones for Human-Centered Fire Evacuation in Partially Observable Urban Environments

Maria G. Mendoza, Addison Kalanther, Daniel Bostwick, Emma Stephan, Chinmay Maheshwari, Shankar Sastry

机构 * Mechanical Engineering University of California, Berkeley(机械工程 加州大学伯克利分校) Computer Sciences University of California, Berkeley(计算机科学 加州大学伯克利分校) Computer Engineering Johns Hopkins University(计算机工程 约翰霍普金斯大学)

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

Comments Accepted to IEEE Global Humanitarian Technology Conference (GHTC 2025). 8 pages, 4 figures

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2510.23615 2025-10-29 cs.MA cs.RO 67%

Logic-based Task Representation and Reward Shaping in Multiagent Reinforcement Learning

Nishant Doshi

机构 * Department of Robotics Engineering(机器人工程系) Worcester Polytechnic Institute(沃斯特理工学院)

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

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2510.24442 2025-10-29 cs.AI cs.CL cs.CY cs.MA 62%

Law in Silico: Simulating Legal Society with LLM-Based Agents

Yiding Wang, Yuxuan Chen, Fanxu Meng, Xifan Chen, Xiaolei Yang, Muhan Zhang

机构 * Institute for Artificial Intelligence, Peking University(北京大学人工智能研究所) Yuanpei College, Peking University(北京大学元培学院) School of Computing and Data Science, The University of Hong Kong(香港大学计算与数据科学学院) Law School, Peking University(北京大学法学院) State Key Laboratory of General Artificial Intelligence, BIGAI(通用人工智能国家重点实验室)

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

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2. 工作流自动化 15 篇

2410.20445 2025-10-29 cs.CL cs.AI cs.LG 87%

TrajAgent: An LLM-Agent Framework for Trajectory Modeling via Large-and-Small Model Collaboration

Yuwei Du, Jie Feng, Jie Zhao, Yong Li

机构 * Department of Electronic Engineering, BRNist, Tsinghua University, Beijing, China(电子工程系,北京理工大学,清华大学,北京)

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

Comments Accepted by NeurIPS 2025, https://github.com/tsinghua-fib-lab/TrajAgent

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2505.20510 2025-10-29 cs.CV 82%

CPathAgent: An Agent-based Foundation Model for Interpretable High-Resolution Pathology Image Analysis Mimicking Pathologists' Diagnostic Logic

Yuxuan Sun, Yixuan Si, Chenglu Zhu, Kai Zhang, Zhongyi Shui, Bowen Ding, Tao Lin, Lin Yang

机构 * College of Computer Science and Technology, Zhejiang University, China(浙江大学计算机科学与技术学院) Research Center for Industries of the Future and School of Engineering, Westlake University, China(未来产业研究中心和西湖大学工程学院) Department of Computer Science and Engineering, The Ohio State University, USA(俄亥俄州立大学计算机科学与工程系)

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

Comments 52 pages, 34 figures

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2510.23924 2025-10-29 cs.CL cs.AI 81%

Agent-based Automated Claim Matching with Instruction-following LLMs

Dina Pisarevskaya, Arkaitz Zubiaga

机构 * Queen Mary University of London(伦敦大学女王学院)

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

Comments Accepted for the International Joint Conference on Natural Language Processing & Asia-Pacific Chapter of the Association for Computational Linguistics (2025) Findings

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2509.13499 2025-10-29 cs.CY cs.AI 79%

Reproducible workflow for online AI in digital health

Susobhan Ghosh, Bhanu T. Gullapalli, Daiqi Gao, Asim Gazi, Anna Trella, Ziping Xu, Kelly Zhang, Susan A. Murphy

机构 * Harvard University(哈佛大学) Imperial College London(帝国理工学院)

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

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2510.24663 2025-10-29 cs.AI 70%

OrchDAG: Complex Tool Orchestration in Multi-Turn Interactions with Plan DAGs

Yifu Lu, Shengjie Liu, Li Dong

机构 * Princeton University(普林斯顿大学) Amazon(亚马逊)

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

Comments 9 pages, 4 figures

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2510.24061 2025-10-29 cs.LG cs.AI 62%

FALQON: Accelerating LoRA Fine-tuning with Low-Bit Floating-Point Arithmetic

Kanghyun Choi, Hyeyoon Lee, SunJong Park, Dain Kwon, Jinho Lee

机构 * Department of Electrical and Computer Engineering(电气与计算机工程系) Seoul National University(首尔国立大学)

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

Comments NeurIPS 2025

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2510.24431 2025-10-29 cs.IR cs.AI 57%

MiniOneRec: An Open-Source Framework for Scaling Generative Recommendation

Xiaoyu Kong, Leheng Sheng, Junfei Tan, Yuxin Chen, Jiancan Wu, An Zhang, Xiang Wang, Xiangnan He

机构 * University of Science and Technology of China(中国科学技术大学) National University of Singapore(新加坡国立大学)

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

Comments Technical Report

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2510.24053 2025-10-29 cs.LG q-bio.QM 57%

Low-N Protein Activity Optimization with FolDE

Jacob B. Roberts, Catherine R. Ji, Isaac Donnell, Thomas D. Young, Allison N. Pearson, Graham A. Hudson, Leah S. Keiser, Mia Wesselkamper, Peter H. Winegar, Janik Ludwig, Sarah H. Klass, Isha V. Sheth, Ezechinyere C. Ukabiala, Maria C. T. Astolfi, Benjamin Eysenbach, Jay D. Keasling

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

Comments 18 pages, 4 figures. Preprint. Open-source software available at https://github.com/JBEI/foldy

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2509.10712 2025-10-29 cs.DC cs.LG 57%

MinatoLoader: Accelerating Machine Learning Training Through Efficient Data Preprocessing

Rahma Nouaji, Stella Bitchebe, Ricardo Macedo, Oana Balmau

机构 * McGill University(麦吉尔大学)

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

Comments Paper accepted at EuroSys 2026

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2505.22092 2025-10-29 cs.AI 57%

VIRAL: Vision-grounded Integration for Reward design And Learning

Valentin Cuzin-Rambaud, Emilien Komlenovic, Alexandre Faure, Bruno Yun

机构 * Université Claude Bernard Lyon 1(克莱尔伯恩大学里昂1分校) CNRS(国家科学研究中心) Ecole Centrale de Lyon(里昂中央理工学院) INSA Lyon(里昂工业高等学院) Université Lumière Lyon 2(里昂2大学卢米埃尔分校) LIRIS(图像研究所)

专题命中 工作流自动化 :agent(abstract);分类 cs.AI

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2410.15536 2025-10-29 cs.RO cs.AI 57%

GRS: Generating Robotic Simulation Tasks from Real-World Images

Alex Zook, Fan-Yun Sun, Josef Spjut, Valts Blukis, Stan Birchfield, Jonathan Tremblay

机构 * NVIDIA Stanford University(斯坦福大学)

专题命中 工作流自动化 :agent(abstract);分类 cs.AI

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2510.24653 2025-10-29 cs.CV cs.HC 50%

Eye-Tracking, Mouse Tracking, Stimulus Tracking,and Decision-Making Datasets in Digital Pathology

Veronica Thai, Rui Li, Meng Ling, Shuning Jiang, Jeremy Wolfe, Raghu Machiraju, Yan Hu, Zaibo Li, Anil Parwani, Jian Chen

机构 * Computer Science and Engineering, The Ohio State University(计算机科学与工程系,俄亥俄州立大学) Departments of Ophthalmology and Radiology, Harvard Medical School(眼科学与放射学系,哈佛医学院) Department of Surgery, Brigham and Women’s Hospital(外科系,布里洛妇产科医院) Department of Pathology, The Ohio State University Medical Center(病理学系,俄亥俄州立大学医学中心)

专题命中 工作流自动化 :workflow(abstract)

Comments 16 pages, 9 figures, submitted to Nature Scientific Data

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2510.23887 2025-10-29 cs.HC 50%

MORA: AI-Mediated Story-Based practice for Speech Sound Disorder from Clinic to Home

Sumin Hong, Xavier Briggs, Qingxiao Zheng, Yao Du, Jinjun Xiong, Toby Jia-jun Li

专题命中 工作流自动化 :workflow(abstract)

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2510.23927 2025-10-29 cs.CR 50%

Victim as a Service: Designing a System for Engaging with Interactive Scammers

Daniel Spokoyny, Nikolai Vogler, Xin Gao, Tianyi Zheng, Yufei Weng, Jonghyun Park, Jiajun Jiao, Geoffrey M. Voelker, Stefan Savage, Taylor Berg-Kirkpatrick

专题命中 工作流自动化 :workflow(abstract)

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2506.14845 2025-10-29 physics.chem-ph cond-mat.mtrl-sci physics.comp-ph 50%

MOFClassifier: A Machine Learning Approach for Validating Computation-Ready Metal-Organic Frameworks

Guobin Zhao, Pengyu Zhao, Yongchul G. Chung

专题命中 工作流自动化 :workflow(abstract)

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3. 软件智能体 1 篇

2510.21143 2025-10-29 cs.AI 74%

PanicToCalm: A Proactive Counseling Agent for Panic Attacks

Jihyun Lee, Yejin Min, San Kim, Yejin Jeon, SungJun Yang, Hyounghun Kim, Gary Geunbae Lee

机构 * Graduate School of Artificial Intelligence, POSTECH(人工智能研究生院,POSTECH) Department of Computer Science and Engineering, POSTECH(计算机科学与工程系,POSTECH)

专题命中 软件智能体 :agent(title);分类 cs.AI

Comments Accepted in EMNLP 2025

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4. GUI与网页智能体 2 篇

2510.23458 2025-10-29 cs.CL cs.AI 62%

BrowseConf: Confidence-Guided Test-Time Scaling for Web Agents

Litu Ou, Kuan Li, Huifeng Yin, Liwen Zhang, Zhongwang Zhang, Xixi Wu, Rui Ye, Zile Qiao, Pengjun Xie, Jingren Zhou, Yong Jiang

机构 * Tongyi Lab(通义实验室) Alibaba Group(阿里巴巴集团)

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

Comments 25 pages

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2504.09230 2025-10-29 cs.RO 50%

Concurrent-Allocation Task Execution for Multi-Robot Path-Crossing-Minimal Navigation in Obstacle Environments

Bin-Bin Hu, Weijia Yao, Yanxin Zhou, Henglai Wei, Chen Lv

机构 * School of Mechanical and Aerospace Engineering, Nanyang Technological University(机械与航空航天工程学院,南洋理工大学) School of Robotics, Hunan University(机器人学院,湖南大学) School of Transportation Science and Engineering, Beihang University(交通运输科学与工程学院,北航大学)

专题命中 GUI与网页智能体 :planning(abstract)

Comments Accepted in IEEE Transactions on Robotics

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5. 记忆与上下文管理 1 篇

2509.26386 2025-10-29 cs.CV 82%

PANDA: Towards Generalist Video Anomaly Detection via Agentic AI Engineer

Zhiwei Yang, Chen Gao, Mike Zheng Shou

机构 * Xidian University(西安电子科技大学) Show Lab, National University of Singapore(新加坡国立大学Show实验室)

专题命中 记忆与上下文管理 :agentic(title,abstract);planning(abstract)

Comments Accepted by NeurIPS 2025

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6. Agent评测 17 篇

2510.24397 2025-10-29 cs.AI 85%

APTBench: Benchmarking Agentic Potential of Base LLMs During Pre-Training

Jiarui Qin, Yunjia Xi, Junjie Huang, Renting Rui, Di Yin, Weiwen Liu, Yong Yu, Weinan Zhang, Xing Sun

机构 * Tencent Youtu Lab(腾讯优图实验室) Shanghai Jiao Tong University(上海交通大学)

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

Comments 46 pages

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2510.24438 2025-10-29 cs.CL cs.AI cs.CY cs.MA 81%

Can LLMs Write Faithfully? An Agent-Based Evaluation of LLM-generated Islamic Content

Abdullah Mushtaq, Rafay Naeem, Ezieddin Elmahjub, Ibrahim Ghaznavi, Shawqi Al-Maliki, Mohamed Abdallah, Ala Al-Fuqaha, Junaid Qadir

机构 * Information Technology University(信息科技大学) Qatar University(卡塔尔大学) Hamad Bin Khalifa University(哈马德·本·卡西姆大学)

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

Comments Accepted at 39th Conference on Neural Information Processing Systems (NeurIPS 2025) Workshop: 5th Muslims in Machine Learning (MusIML) Workshop

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2510.24259 2025-10-29 cs.CL cs.RO 79%

Can LLMs Translate Human Instructions into a Reinforcement Learning Agent's Internal Emergent Symbolic Representation?

Ziqi Ma, Sao Mai Nguyen, Philippe Xu

机构 * U2IS, ENSTA, IP-Paris(U2IS、ENSTA、IP-巴黎)

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

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2510.23875 2025-10-29 cs.HC 78%

Large Language Model Agent Personality and Response Appropriateness: Evaluation by Human Linguistic Experts, LLM-as-Judge, and Natural Language Processing Model

Eswari Jayakumar, Niladri Sekhar Dash, Debasmita Mukherjee

专题命中 Agent评测 :agent(title,abstract)

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2510.21071 2025-10-29 econ.GN cs.MA q-fin.EC 78%

Central Bank Digital Currency, Flight-to-Quality, and Bank-Runs in an Agent-Based Model

Emilio Barucci, Andrea Gurgone, Giulia Iori, Michele Azzone

专题命中 Agent评测 :agent(title,abstract)

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2510.24317 2025-10-29 cs.CR 71%

Cybersecurity AI Benchmark (CAIBench): A Meta-Benchmark for Evaluating Cybersecurity AI Agents

María Sanz-Gómez, Víctor Mayoral-Vilches, Francesco Balassone, Luis Javier Navarrete-Lozano, Cristóbal R. J. Veas Chavez, Maite del Mundo de Torres

专题命中 Agent评测 :AI agent(title)

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2505.17734 2025-10-29 cs.LG 70%

URB -- Urban Routing Benchmark for RL-equipped Connected Autonomous Vehicles

Ahmet Onur Akman, Anastasia Psarou, Michał Hoffmann, Łukasz Gorczyca, Łukasz Kowalski, Paweł Gora, Grzegorz Jamróz, Rafał Kucharski

机构 * Doctoral School of Exact and Natural Sciences, Jagiellonian University(杰尔吉利亚大学精确与自然科学博士学院) Faculty of Mathematics and Computer Science, Jagiellonian University(杰尔吉利亚大学数学与计算机科学学院) Urban Policy Observatory, Institute of Urban and Regional Development(城市政策观察所,城市与区域发展研究所)

专题命中 Agent评测 :agent(abstract);multi-agent(abstract);分类 cs.LG

Comments Accepted at the 39th Conference on Neural Information Processing Systems (NeurIPS 2025), Datasets and Benchmarks Track

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