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。

2025-10-01 至 2025-10-01 共收录 8 篇信号源：cs.AI, cs.CL, cs.LG, cs.SE

1. 工具调用 8 篇

2509.25352 2025-10-01 cs.RO 78%

SRMP: Search-Based Robot Motion Planning Library

Itamar Mishani, Yorai Shaoul, Ramkumar Natarajan, Jiaoyang Li, Maxim Likhachev

机构 * Amazon Robotics（亚马逊机器人）

专题命中工具调用：planning(title,abstract)

Comments Submitted for Publication

2509.25378 2025-10-01 cs.SE 70%

Detecting and Fixing API Misuses of Data Science Libraries Using Large Language Models

Akalanka Galappaththi, Francisco Ribeiro, Sarah Nadi

专题命中工具调用：agent(abstract)；function calling(abstract)；分类 cs.SE

Comments 10 pages, 3 figures, accepted in CASCON 25

2507.14688 2025-10-01 cs.CL cs.AI cs.LG 67%

Mind the Gap: A Review of Arabic Post-Training Datasets and Their Limitations

Mohammed Alkhowaiter, Norah Alshahrani, Saied Alshahrani, Reem I. Masoud, Alaa Alzahrani, Deema Alnuhait, Emad A. Alghamdi, Khalid Almubarak

机构 * Refine AI ； ASAS AI ； University of Bisha（比沙大学）； University College London（伦敦大学学院）； King Salman Global Academy for Arabic（萨勒曼全球阿拉伯学院）； University of Illinois at Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）； King Abdulaziz University（阿卜杜勒阿齐兹大学）； HUMAIN

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

2509.25716 2025-10-01 cs.SE cs.AI cs.IR 62%

DeepCodeSeek: Real-Time API Retrieval for Context-Aware Code Generation

Esakkivel Esakkiraja, Denis Akhiyarov, Aditya Shanmugham, Chitra Ganapathy

机构 * ServiceNow, Inc.（ServiceNow公司）

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

Comments Retrieval-Augmented Generation, API Prediction, Context-Aware Code Generation, Enterprise Code Completion, Reinforcement Learning, ServiceNow, Real-Time Code Search, Query Enhancement, Fine-Tuning, Embedding, Reranker

2509.20328 2025-10-01 cs.LG cs.AI cs.CV cs.RO 62%

Video models are zero-shot learners and reasoners

Thaddäus Wiedemer, Yuxuan Li, Paul Vicol, Shixiang Shane Gu, Nick Matarese, Kevin Swersky, Been Kim, Priyank Jaini, Robert Geirhos

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

Comments Project page: https://video-zero-shot.github.io/

2509.26463 2025-10-01 cs.SE 57%

ErrorPrism: Reconstructing Error Propagation Paths in Cloud Service Systems

Junsong Pu, Yichen Li, Zhuangbin Chen, Jinyang Liu, Zhihan Jiang, Jianjun Chen, Rui Shi, Zibin Zheng, Tieying Zhang

专题命中工具调用：agent(abstract)；分类 cs.SE

Comments 12 pages, 6 figures, 1 table, this paper has been accepted by the 40th IEEE/ACM International Conference on Automated Software Engineering, ASE 2025

2509.25494 2025-10-01 cs.IR 50%

On-Premise AI for the Newsroom: Evaluating Small Language Models for Investigative Document Search

Nick Hagar, Nicholas Diakopoulos, Jeremy Gilbert

专题命中工具调用：planning(abstract)

Comments Accepted to Computation + Journalism Symposium 2025

2509.25402 2025-10-01 cs.RO 50%

Parallel Heuristic Search as Inference for Actor-Critic Reinforcement Learning Models

Hanlan Yang, Itamar Mishani, Luca Pivetti, Zachary Kingston, Maxim Likhachev

专题命中工具调用：planning(abstract)

Comments Submitted for Publication