AI 大模型

大模型推理能力

大模型数学、逻辑、规划、多步推理和测试时计算能力。

2025-07-24 至 2025-07-24 共收录 6 篇信号源：cs.CL, cs.AI, cs.LG

1. 规划推理 6 篇

2507.17273 2025-07-24 cs.LG cs.AI 87%

Leveraging Knowledge Graphs and LLM Reasoning to Identify Operational Bottlenecks for Warehouse Planning Assistance

Rishi Parekh, Saisubramaniam Gopalakrishnan, Zishan Ahmad, Anirudh Deodhar

机构 * Quantiphi

专题命中规划推理：reasoning(title,abstract)；planning(title)；分类 cs.AI、cs.LG

Comments 12 pages, 2 figures

2507.16971 2025-07-24 cs.CL cs.AI cs.IR 84%

Text-to-SPARQL Goes Beyond English: Multilingual Question Answering Over Knowledge Graphs through Human-Inspired Reasoning

Aleksandr Perevalov, Andreas Both

机构 * WSE Research Group, Leipzig University of Applied Sciences（莱比锡应用科学大学WSE研究组）； DICE Research Group, University of Paderborn（波德恩堡大学DICE研究组）

专题命中规划推理：reasoning(title,abstract)；planning(abstract)；分类 cs.CL、cs.AI

Comments During the final evaluation on the DBpedia- and Corporate-based KGQA benchmarks within the Text2SPARQL challenge 2025, our approach took first place among the other participants

2507.09822 2025-07-24 cs.RO cs.SY eess.SY 78%

Active Probing with Multimodal Predictions for Motion Planning

Darshan Gadginmath, Farhad Nawaz, Minjun Sung, Faizan M Tariq, Sangjae Bae, David Isele, Fabio Pasqualetti, Jovin D'sa

机构 * Honda Research Institute, USA（本田研究院（美国））； Department of Mechanical Engineering, University of California Riverside（加州大学河滨分校机械工程系）

专题命中规划推理：planning(title,abstract)

Comments To appear at IROS '25. 8 pages. 3 tables. 6 figures. Project page: https://darshangm.github.io/papers/active-probing-multimodal-predictions/

2507.14219 2025-07-24 cs.LG cs.AI cs.SY eess.SY 62%

Artificial Intelligence for Green Hydrogen Yield Prediction and Site Suitability using SHAP-Based Composite Index: Focus on Oman

Obumneme Zimuzor Nwafor, Mohammed Abdul Majeed Al Hooti

专题命中规划推理：planning(abstract)；分类 cs.AI、cs.LG

2507.17038 2025-07-24 cs.CV 50%

Transformer Based Building Boundary Reconstruction using Attraction Field Maps

Muhammad Kamran, Mohammad Moein Sheikholeslami, Andreas Wichmann, Gunho Sohn

专题命中规划推理：planning(abstract)

2502.08791 2025-07-24 cs.RO 50%

VL-Explore: Zero-shot Vision-Language Exploration and Target Discovery by Mobile Robots

Yuxuan Zhang, Adnan Abdullah, Sanjeev J. Koppal, Md Jahidul Islam

机构 * RoboPI Laboratory, Dept. of ECE, University of Florida (UF)（罗波实验室，电子工程系，佛罗里达大学）； FOCUS Laboratory, Dept. of ECE, University of Florida (UF)（焦点实验室，电子工程系，佛罗里达大学）； Amazon Robotics（亚马逊机器人技术）

专题命中规划推理：planning(abstract)

Comments V2, includes suppl as appendix