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。

2025-10-30 至 2025-10-30 共收录 6 篇信号源：cs.CL, cs.AI, cs.LG

1. 视觉空间推理 6 篇

2410.24155 2025-10-30 cs.CL 83%

Blind Spot Navigation in Large Language Model Reasoning with Thought Space Explorer

Jinghan Zhang, Fengran Mo, Tharindu Cyril Weerasooriya, Xinyue Ye, Dongjie Wang, Yanjie Fu, Kunpeng Liu

机构 * Clemson University（克莱姆森大学）； Université de Montréal（蒙特利尔大学）； Center for Advanced AI, Accenture（Accenture高级人工智能中心）； The University of Alabama（阿拉巴马大学）； University of Kansas（堪萨斯大学）； Arizona State University（亚利桑那州立大学）

专题命中视觉空间推理：reasoning(title,abstract)；chain-of-thought(abstract)；分类 cs.CL

2412.08619 2025-10-30 cs.CV cs.AI 79%

Physics Context Builders: A Modular Framework for Physical Reasoning in Vision-Language Models

Vahid Balazadeh, Mohammadmehdi Ataei, Hyunmin Cheong, Amir Hosein Khasahmadi, Rahul G. Krishnan

机构 * University of Toronto（多伦多大学）； Autodesk Research（Autodesk研究）

专题命中视觉空间推理：reasoning(title,abstract)；分类 cs.AI

2510.25668 2025-10-30 cs.AI cs.MM 57%

ALDEN: Reinforcement Learning for Active Navigation and Evidence Gathering in Long Documents

Tianyu Yang, Terry Ruas, Yijun Tian, Jan Philip Wahle, Daniel Kurzawe, Bela Gipp

机构 * University of Göttingen（戈丁根大学）； University of Notre Dame（诺特大学）； State and University Library of Göttingen（戈丁根州立大学图书馆）

专题命中视觉空间推理：reasoning(abstract)；分类 cs.AI

2310.17977 2025-10-30 cs.RO cs.AI 57%

Autonomous 3D Exploration in Large-Scale Environments with Dynamic Obstacles

Emil Wiman, Ludvig Widén, Mattias Tiger, Fredrik Heintz

专题命中视觉空间推理：planning(abstract)；分类 cs.AI

Comments 6 pages, 6 figures

Journal ref 2024 IEEE International Conference on Robotics and Automation (ICRA), Yokohama, Japan, 2024, pp. 2389-2395,

2407.14926 2025-10-30 cs.AI 57%

TraveLLM: Could you plan my new public transit route in face of a network disruption?

Bowen Fang, Zixiao Yang, Xuan Di

机构 * Department of Industrial Engineering and Operations Research, Columbia University（工业工程与运营管理系，哥伦比亚大学）； Department of Civil Engineering and Engineering Mechanics, Columbia University（土木工程与工程力学系，哥伦比亚大学）； Data Science Institute, Columbia University（数据科学研究院，哥伦比亚大学）

专题命中视觉空间推理：reasoning(abstract)；分类 cs.AI

Comments Accepted to ITSC 2025

2510.25070 2025-10-30 cs.CV 50%

Vision-Language Integration for Zero-Shot Scene Understanding in Real-World Environments

Manjunath Prasad Holenarasipura Rajiv, B. M. Vidyavathi

专题命中视觉空间推理：reasoning(abstract)

Comments Preprint under review at IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025