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。

2025-08-28 至 2025-08-28 共收录 74 篇信号源：cs.AI, cs.CL, cs.LG, cs.SE

1. 工作流自动化 14 篇

2508.06394 2025-08-28 cs.CR 50%

When AIOps Become "AI Oops": Subverting LLM-driven IT Operations via Telemetry Manipulation

Dario Pasquini, Evgenios M. Kornaropoulos, Giuseppe Ateniese, Omer Akgul, Athanasios Theocharis, Petros Efstathopoulos

专题命中工作流自动化：agent(abstract)

Comments v0.2

2. 软件智能体 3 篇

2508.19322 2025-08-28 eess.IV cs.AI cs.CV 83%

AT-CXR: Uncertainty-Aware Agentic Triage for Chest X-rays

Xueyang Li, Mingze Jiang, Gelei Xu, Jun Xia, Mengzhao Jia, Danny Chen, Yiyu Shi

机构 * University of Notre Dame（诺丁汉大学）

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

2508.19279 2025-08-28 cs.CL cs.AI 73%

FLAIRR-TS -- Forecasting LLM-Agents with Iterative Refinement and Retrieval for Time Series

Gunjan Jalori, Preetika Verma, Sercan Ö Arık

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

Comments EMNLP

2508.19371 2025-08-28 cs.GT cs.LG cs.MA cs.SY eess.SY 57%

Aggregate Fictitious Play for Learning in Anonymous Polymatrix Games (Extended Version)

Semih Kara, Tamer Başar

专题命中软件智能体：agent(abstract)；分类 cs.LG

3. GUI与网页智能体 2 篇

2508.20018 2025-08-28 cs.AI cs.CL cs.CV cs.MA 86%

SWIRL: A Staged Workflow for Interleaved Reinforcement Learning in Mobile GUI Control

Quanfeng Lu, Zhantao Ma, Shuai Zhong, Jin Wang, Dahai Yu, Michael K. Ng, Ping Luo

机构 * The University of Hong Kong（香港大学）； Hong Kong Baptist University（香港 Baptist 大学）； TCL Corporate Research (Hong Kong) Co., Ltd（TCL 香港研究院）

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

Comments 28 pages, 12 figures

2508.19595 2025-08-28 cs.RO cs.LG 57%

A Lightweight Crowd Model for Robot Social Navigation

Maryam Kazemi Eskeri, Thomas Wiedemann, Ville Kyrki, Dominik Baumann, Tomasz Piotr Kucner

机构 * Department of Electrical Engineering and Automation, Aalto University（艾尔沃斯大学电气工程与自动化系）； Chair of Perception for Intelligent Systems, TU Munich（慕尼黑工业大学智能系统感知 chair）； Institute of Communications and Navigation, German Aerospace Center (DLR)（德国航空航天中心通讯与导航研究所）

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

Comments 7 pages, 6 figures, accepted in ECMR 2025

4. 记忆与上下文管理 2 篇

2508.19504 2025-08-28 cs.MA cs.DC 82%

Aegis: Taxonomy and Optimizations for Overcoming Agent-Environment Failures in LLM Agents

Kevin Song, Anand Jayarajan, Yaoyao Ding, Qidong Su, Zhanda Zhu, Sihang Liu, Gennady Pekhimenko

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

2508.19344 2025-08-28 cs.LG cs.AI 62%

Re:Frame -- Retrieving Experience From Associative Memory

Daniil Zelezetsky, Egor Cherepanov, Alexey K. Kovalev, Aleksandr I. Panov

机构 * MIPT（莫斯科理工学院）； AIRI（人工智能研究所）

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

Comments 11 pages, 3 figures

5. Agent评测 6 篇

2507.21696 2025-08-28 eess.SP 82%

Edge Agentic AI Framework for Autonomous Network Optimisation in O-RAN

Abdelaziz Salama, Zeinab Nezami, Mohammed M. H. Qazzaz, Maryam Hafeez, Syed Ali Raza Zaidi

专题命中 Agent评测：agentic(title)；agent(abstract)；AI agent(abstract)

Journal ref IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2025

2508.19461 2025-08-28 cs.AI cs.CR cs.LG 73%

Reliable Weak-to-Strong Monitoring of LLM Agents

Neil Kale, Chen Bo Calvin Zhang, Kevin Zhu, Ankit Aich, Paula Rodriguez, Scale Red Team, Christina Q. Knight, Zifan Wang

机构 * Scale AI ； Carnegie Mellon University（卡内基梅隆大学）； Massachusetts Institute of Technology（麻省理工学院）

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

Comments 18 pages, 15 figures

2508.19667 2025-08-28 cs.CL cs.AI 62%

Survey of Specialized Large Language Model

Chenghan Yang, Ruiyu Zhao, Yang Liu, Ling Jiang

机构 * Xiaoduo AI（小多AI）； Shanghai Jiao Tong University（上海交通大学）； East China University of Science and Technology（东华大学）

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

Comments 9 pages, 1 figures

2501.01963 2025-08-28 cs.LG cs.AI cs.IT math.IT math.PR math.ST stat.ML stat.TH 62%

Statistical learning does not always entail knowledge

Daniel Andrés Díaz-Pachón, H. Renata Gallegos, Ola Hössjer, J. Sunil Rao

机构 * Division of Biostatistics, University of Miami（生物统计学系，迈阿密大学）； Department of Mathematics, Stockholm University（数学系，斯德哥尔摩大学）； Department of Biostatistics, University of Minnesota（生物统计学系，明尼苏达大学）

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

Comments Main file (33 pages) and supplement (16 pages). 1 figure

2508.19633 2025-08-28 cs.CL 57%

A Symbolic Adversarial Learning Framework for Evolving Fake News Generation and Detection

Chong Tian, Qirong Ho, Xiuying Chen

机构 * MBZUAI

专题命中 Agent评测：agent(abstract)；分类 cs.CL

Comments Accepted to EMNLP 2025 Main Conference

2312.13749 2025-08-28 cs.CE 50%

AMM-based DEX on the XRP Ledger

Walter Hernandez Cruz, Firas Dahi, Yebo Feng, Jiahua Xu, Aanchal Malhotra, Paolo Tasca

专题命中 Agent评测：agent(abstract)

Comments 2025 IEEE International Conference on Blockchain and Cryptocurrency (ICBC)