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。

2025-10-31 至 2025-10-31 共收录 7 篇信号源：cs.AI, cs.CL, cs.LG, cs.SE

1. 工具调用 7 篇

2510.26575 2025-10-31 cs.CL cs.AI 84%

InfoFlow: Reinforcing Search Agent Via Reward Density Optimization

Kun Luo, Hongjin Qian, Zheng Liu, Ziyi Xia, Shitao Xiao, Siqi Bao, Jun Zhao, Kang Liu

机构 * Beijing Academy of Artificial Intelligence（北京人工智能研究院）； Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所）； Baidu Inc.（百度公司）

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

2510.25779 2025-10-31 cs.MA cs.AI 83%

Magentic Marketplace: An Open-Source Environment for Studying Agentic Markets

Gagan Bansal, Wenyue Hua, Zezhou Huang, Adam Fourney, Amanda Swearngin, Will Epperson, Tyler Payne, Jake M. Hofman, Brendan Lucier, Chinmay Singh, Markus Mobius, Akshay Nambi, Archana Yadav, Kevin Gao, David M. Rothschild, Aleksandrs Slivkins, Daniel G. Goldstein, Hussein Mozannar, Nicole Immorlica, Maya Murad, Matthew Vogel, Subbarao Kambhampati, Eric Horvitz, Saleema Amershi

机构 * Microsoft（微软）； Arizona State University（亚利桑那州立大学）

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

2510.26287 2025-10-31 cs.SE 83%

Empowering RepoQA-Agent based on Reinforcement Learning Driven by Monte-carlo Tree Search

Guochang Li, Yuchen Liu, Zhen Qin, Yunkun Wang, Jianping Zhong, Chen Zhi, Binhua Li, Fei Huang, Yongbin Li, Shuiguang Deng

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

2510.25160 2025-10-31 cs.CL cs.AI cs.IR 73%

Model-Document Protocol for AI Search

Hongjin Qian, Zheng Liu

机构 * BAAI（北京人工智能研究院）

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

Comments 10 pages

2503.02878 2025-10-31 cs.LG cs.AI cs.CL 67%

Language Models can Self-Improve at State-Value Estimation for Better Search

Ethan Mendes, Alan Ritter

机构 * Georgia Institute of Technology（佐治亚理工学院）

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

2407.11873 2025-10-31 stat.ML cs.LG math.PR 57%

Infinite-dimensional Mahalanobis Distance with Applications to Kernelized Novelty Detection

Nikita Zozoulenko, Thomas Cass, Lukas Gonon

专题命中工具调用：tool use(abstract)；分类 cs.LG

2501.18802 2025-10-31 cs.RO cs.SY eess.SY 50%

Agile and Cooperative Aerial Manipulation of a Cable-Suspended Load

Sihao Sun, Xuerui Wang, Dario Sanalitro, Antonio Franchi, Marco Tognon, Javier Alonso-Mora

机构 * Delft University of Technology（代尔夫特理工大学）； Sorbonne Université（索邦大学）； University of Twente（埃因霍温理工大学）； Sapienza University of Rome（罗马萨皮恩扎大学）； Univ Rennes, CNRS, Inria, IRISA, France（里昂大学，CNRS，Inria，IRISA，法国）

专题命中工具调用：planning(abstract)

Comments 38 pages, 11 figures

Journal ref Science Robotics 2025