大模型推理能力

Thinking Like a Student: AI-Supported Reflective Planning in a Theory-Intensive Computer Science Course

Noa Izsak

机构 * Noa Izsak（独立研究者） 纠错

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

Comments 7 pages, 4 figures

Large-scale automatic carbon ion treatment planning for head and neck cancers via parallel multi-agent reinforcement learning

Jueye Zhang, Chao Yang, Youfang Lai, Kai-Wen Li, Wenting Yan, Yunzhou Xia, Haimei Zhang, Jingjing Zhou, Gen Yang, Chen Lin, Tian Li, Yibao Zhang

机构 * 1 State Key Laboratory of Nuclear Physics ； Technology, Institute of Heavy Ion Physics, Peking University School of Physics, Beijing 100871, China. ； 2 Key Laboratory of Carcinogenesis ； Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital \& Institute, Beijing 100142, China. ； 3 Department of Technology, CAS Ion Medical Technology Co., Ltd., Beijing 100190, China. ； 4 Department of Health Technology ； Informatics, The Hong Kong Polytechnic University, Hong Kong SAR, 999077, China. 纠错

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

VFocus: Better Verilog Generation from Large Language Model via Focused Reasoning

Zhuorui Zhao, Bing Li, Grace Li Zhang, Ulf Schlichtmann

专题命中 规划推理 ：reasoning(title,abstract)

Comments accepted by SOCC 2025

Agentic AI for Mobile Network RAN Management and Optimization

Jorge Pellejero, Luis A. Hernández Gómez, Luis Mendo Tomás, Zoraida Frias Barroso

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

Program Synthesis Dialog Agents for Interactive Decision-Making

Matthew Toles, Nikhil Balwani, Rattandeep Singh, Valentina Giulia Sartori Rodriguez, Zhou Yu

机构 * Columbia University（哥伦比亚大学） ； Amazon（亚马逊） ； Sciences Po Paris（巴黎社会科学高等研究院） 纠错

专题命中 规划推理 ：chain-of-thought(abstract)；planning(abstract)；分类 cs.AI

Quantitative Risk Assessment in Radiation Oncology via LLM-Powered Root Cause Analysis of Incident Reports

Yuntao Wang, Siamak P. Najad-Davarani, Elizabeth Bossart, Matthew T. Studenski, Mariluz De Ornelas, Yunze Yang

专题命中 规划推理 ：reasoning(abstract)；planning(abstract)

Generalisation Bounds of Zero-Shot Economic Forecasting using Time Series Foundation Models

Jittarin Jetwiriyanon, Teo Susnjak, Surangika Ranathunga

机构 * School of Mathematical and Computational Sciences（数学与计算科学学院） ； Massey University（马斯杰大学） 纠错

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

A Large Language Model for Corporate Credit Scoring

Chitro Majumdar, Sergio Scandizzo, Ratanlal Mahanta, Avradip Mandal, Swarnendu Bhattacharjee

机构 * RsRL (R-square RiskLab)（RsRL（R-square RiskLab）） 纠错

专题命中 规划推理 ：reasoning(abstract)；分类 cs.LG

Street Review: A Participatory AI-Based Framework for Assessing Streetscape Inclusivity

Rashid Mushkani, Shin Koseki

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

Journal ref Cities, 170, 106602 (2026)