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。

2025-10-07 至 2025-10-07 共收录 7 篇信号源：cs.AI, cs.CL, cs.LG, cs.SE

1. 工具调用 7 篇

2510.03847 2025-10-07 cs.AI cs.LG 89%

Small Language Models for Agentic Systems: A Survey of Architectures, Capabilities, and Deployment Trade offs

Raghav Sharma, Manan Mehta

专题命中工具调用：agentic(title,abstract)；agent(abstract)；tool use(abstract)；planning(abstract)

Comments 9 Pages

2510.04371 2025-10-07 cs.AI cs.DC cs.MA 85%

Speculative Actions: A Lossless Framework for Faster Agentic Systems

Naimeng Ye, Arnav Ahuja, Georgios Liargkovas, Yunan Lu, Kostis Kaffes, Tianyi Peng

机构 * Columbia University（哥伦比亚大学）

专题命中工具调用：agentic(title,abstract)；agent(abstract)；AI agent(abstract)；分类 cs.AI

2510.04206 2025-10-07 cs.AI 79%

AgentRL: Scaling Agentic Reinforcement Learning with a Multi-Turn, Multi-Task Framework

Hanchen Zhang, Xiao Liu, Bowen Lv, Xueqiao Sun, Bohao Jing, Iat Long Iong, Zhenyu Hou, Zehan Qi, Hanyu Lai, Yifan Xu, Rui Lu, Hongning Wang, Jie Tang, Yuxiao Dong

机构 * Tsinghua University（清华大学）

专题命中工具调用：agentic(title,abstract)；分类 cs.AI

2510.04096 2025-10-07 cs.IR cs.GT cs.LG 79%

RLRF: Competitive Search Agent Design via Reinforcement Learning from Ranker Feedback

Tommy Mordo, Sagie Dekel, Omer Madmon, Moshe Tennenholtz, Oren Kurland

机构 * Faculty of Data and Decision Sciences（数据与决策科学学院）； Technion – Israel Institute of Technology（技术学院–以色列理工学院）

专题命中工具调用：agent(title,abstract)；分类 cs.LG

2510.04536 2025-10-07 cs.GR cs.AI cs.CV 57%

3Dify: a Framework for Procedural 3D-CG Generation Assisted by LLMs Using MCP and RAG

Shun-ichiro Hayashi, Daichi Mukunoki, Tetsuya Hoshino, Satoshi Ohshima, Takahiro Katagiri

机构 * Graduate School of Informatics（信息科学研究生学校）； Nagoya University（名古屋大学）； Research Institute for Information Technology（信息科学技术研究所）

专题命中工具调用：agent(abstract)；分类 cs.AI

2505.23614 2025-10-07 cs.LG stat.ML 57%

Inference-time Scaling of Diffusion Models through Classical Search

Xiangcheng Zhang, Haowei Lin, Haotian Ye, James Zou, Jianzhu Ma, Yitao Liang, Yilun Du

机构 * Helixon US Inc.（Helixon US公司）； Stanford University（斯坦福大学）； Harvard University（哈佛大学）

专题命中工具调用：planning(abstract)；分类 cs.LG

Comments Website at https://diffusion-inference-scaling.github.io/

2507.12597 2025-10-07 cond-mat.soft 50%

Defect Interactions Through Periodic Boundaries in Two-Dimensional $p$-atics

Cody D. Schimming

专题命中工具调用：tool use(abstract)

Comments 12 + 8 pages, 6 + 3 figures

Journal ref Soft Matter, 2025