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。

2025-10-03 至 2025-10-03 共收录 4 篇信号源：cs.AI, cs.CL, cs.LG, cs.SE

1. 工具调用 4 篇

2510.01279 2025-10-03 cs.CL cs.AI 92%

TUMIX: Multi-Agent Test-Time Scaling with Tool-Use Mixture

Yongchao Chen, Jiefeng Chen, Rui Meng, Ji Yin, Na Li, Chuchu Fan, Chi Wang, Tomas Pfister, Jinsung Yoon

机构 * MIT Harvard（麻省理工学院哈佛大学）； Google Cloud AI Research（谷歌云人工智能研究）； Google DeepMind（谷歌DeepMind）； MIT（麻省理工学院）

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

Comments 27 pages, 13 figures

2506.01804 2025-10-03 cs.AI 83%

A Study on the MCP x A2A Framework for Enhancing Interoperability of LLM-based Autonomous Agents

Cheonsu Jeong

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

Journal ref Journal of Intelligence and Information Systems, 31(3), 141-170 (2025)

2510.02044 2025-10-03 cs.CL cs.SD eess.AS 70%

Stream RAG: Instant and Accurate Spoken Dialogue Systems with Streaming Tool Usage

Siddhant Arora, Haidar Khan, Kai Sun, Xin Luna Dong, Sajal Choudhary, Seungwhan Moon, Xinyuan Zhang, Adithya Sagar, Surya Teja Appini, Kaushik Patnaik, Sanat Sharma, Shinji Watanabe, Anuj Kumar, Ahmed Aly, Yue Liu, Florian Metze, Zhaojiang Lin

机构 * Meta ； Carnegie Mellon University（卡内基梅隆大学）

专题命中工具调用：tool use(abstract)；agentic(abstract)；分类 cs.CL

2510.01226 2025-10-03 cs.CL cs.AI 62%

ClaimCheck: Real-Time Fact-Checking with Small Language Models

Akshith Reddy Putta, Jacob Devasier, Chengkai Li

专题命中工具调用：planning(abstract)；分类 cs.AI、cs.CL