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。

2025-08-22 至 2025-08-22 共收录 4 篇信号源：cs.AI, cs.CL, cs.LG, cs.SE

1. 工具调用 4 篇

2502.12961 2025-08-22 cs.CL cs.AI 84%

Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger

Wenjun Li, Dexun Li, Kuicai Dong, Cong Zhang, Hao Zhang, Weiwen Liu, Yasheng Wang, Ruiming Tang, Yong Liu

机构 * Huawei Noah’s Ark Lab（华为诺亚实验室）

专题命中工具调用：tool use(title,abstract)；tool-use(abstract)；分类 cs.AI、cs.CL

Comments 25 pages, camera ready version for ACL-2025

2508.04714 2025-08-22 cs.AI cs.CL cs.LG cs.MA eess.SP 75%

Prescriptive Agents based on RAG for Automated Maintenance (PARAM)

Chitranshu Harbola, Anupam Purwar

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

2508.15595 2025-08-22 cs.NI 67%

Interface on demand: Towards AI native Control interfaces for 6G

Abhishek Dandekar, Prashiddha D. Thapa, Ashrafur Rahman, Julius Schulz-Zander

专题命中工具调用：agent(abstract)；multi-agent(abstract)

2410.09290 2025-08-22 cs.LG cs.AI stat.ML 62%

Ranking over Regression for Bayesian Optimization and Molecule Selection

Gary Tom, Stanley Lo, Samantha Corapi, Alan Aspuru-Guzik, Benjamin Sanchez-Lengeling

机构 * University of Toronto（多伦多大学）； Vector Institute for Artificial Intelligence（向量人工智能研究所）； CIFAR Lebovic Fellow（CIFAR 莱博维奇 Fellow）； Canada（加拿大）； Chair, Director of Acceleration Consortium（150 职位，加速联盟主任）

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

Comments 14 + 4 pages, 5 + 3 figures

Journal ref APL Machine Learning, Volume 3, pg. 036113 (2025)