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。

2025-10-28 至 2025-10-28 共收录 7 篇信号源：cs.AI, cs.CL, cs.LG, cs.SE

1. 软件智能体 7 篇

2510.23272 2025-10-28 cs.CL 85%

Code Aesthetics with Agentic Reward Feedback

Bang Xiao, Lingjie Jiang, Shaohan Huang, Tengchao Lv, Yupan Huang, Xun Wu, Lei Cui, Furu Wei

机构 * Microsoft Research Asia（微软亚洲研究院）； Zhiyuan College（智远学院）； Shanghai Jiao Tong University（上海交通大学）； Peking University（北京大学）

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

Comments 30 pages, 7 figures

2504.20434 2025-10-28 cs.SE cs.AI 81%

ARCS: Agentic Retrieval-Augmented Code Synthesis with Iterative Refinement

Manish Bhattarai, Miguel Cordova, Minh Vu, Javier Santos, Ismael Boureima, Dan O'Malley

机构 * Los Alamos National Laboratory（洛斯阿拉莫斯国家实验室）

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

2510.22075 2025-10-28 cs.LG cs.AI cs.CL 78%

Agentic Reinforcement Learning for Real-World Code Repair

Siyu Zhu, Anastasiya Karpovich, Albert Chen, Jessica Koscheka, Shailesh Jannu, Di Wen, Yuqing Zhu, Rohit Jain, Alborz Geramifard

机构 * LinkedIn

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

2510.21717 2025-10-28 cs.HC cs.AI cs.SE 73%

AI-Enhanced Operator Assistance for UNICOS Applications

Bernard Tam, Jean-Charles Tournier, Fernando Varela Rodriguez

机构 * The University of Sydney（悉尼大学）

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

Comments Prepared as part of the CERN openlab programme 2025. Also available on Zenodo, a repository operated by CERN and co-funded by the European Union

2510.22986 2025-10-28 cs.SE cs.DC cs.MA 70%

CodeAD: Synthesize Code of Rules for Log-based Anomaly Detection with LLMs

Junjie Huang, Minghua He, Jinyang Liu, Yintong Huo, Domenico Bianculli, Michael R. Lyu

专题命中软件智能体：workflow(abstract)；agentic(abstract)；分类 cs.SE

2510.22530 2025-10-28 cs.SE 57%

Finding the Needle in the Crash Stack: Industrial-Scale Crash Root Cause Localization with AutoCrashFL

Sungmin Kang, Sumi Yun, Jingun Hong, Shin Yoo, Gabin An

专题命中软件智能体：agent(abstract)；分类 cs.SE

Comments 11 pages, 8 figures, under review

2505.06278 2025-10-28 cs.RO cs.HC 50%

Robust Understanding of Human-Robot Social Interactions through Multimodal Distillation

Tongfei Bian, Mathieu Chollet, Tanaya Guha

机构 * University of Glasgow（格拉斯哥大学）； University of Glasgow School of Computer Science（格拉斯哥大学计算机科学学院）

专题命中软件智能体：agent(abstract)

Comments Accepted by ACM Multimedia 2025, camera-ready version