LLM-Based Operating Systems for Automated Vehicles: A New Perspective
文献类型：期刊论文
| 作者 | Ge, Jingwei1; Chang, Cheng1; Zhang, Jiawei1; Li, Lingxi2; Na, Xiaoxiang3; Lin, Yilun4 ; Li, Li1; Wang, Fei-Yue5
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| 刊名 | IEEE TRANSACTIONS ON INTELLIGENT VEHICLES
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| 出版日期 | 2024-04-01 |
| 卷号 | 9期号:4页码:4563-4567 |
| 关键词 | Operating systems Task analysis Software Hardware Cognition Safety Memory management Automated vehicles LLM operating system |
| ISSN号 | 2379-8858 |
| DOI | 10.1109/TIV.2024.3399813 |
| 通讯作者 | Li, Li(li-li@tsinghua.edu.cn) ; Wang, Fei-Yue(feiyue@ieee.org) |
| 英文摘要 | The deployment of large language models (LLMs) brings challenges to intelligent systems because its capability of integrating large-scale training data facilitates contextual reasoning. This paper envisions a revolution of the LLM based (Artificial) Intelligent Operating Systems (IOS, or AIOS) to support the core of automated vehicles. We explain the structure of this LLM-OS and discuss the resulting benefits and implementation difficulties. |
| WOS关键词 | FINITE-STATE MACHINE ; INTELLIGENCE |
| 资助项目 | National Key Research and Development Program of China |
| WOS研究方向 | Computer Science ; Engineering ; Transportation |
| 语种 | 英语 |
| WOS记录号 | WOS:001250038700020 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| 资助机构 | National Key Research and Development Program of China |
| 源URL | [http://ir.ia.ac.cn/handle/173211/59136]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队 |
| 通讯作者 | Li, Li; Wang, Fei-Yue |
| 作者单位 | 1.Tsinghua Univ, Dept Automat, BNRist, Beijing 100084, Peoples R China 2.Indiana Univ Purdue Univ Indianapolis, Dept Elect & Comp Engn, Indianapolis, IN 46202 USA 3.Univ Cambridge, Dept Engn, Cambridge CB2 1TN, England 4.Shanghai AI Lab, Shanghai 200232, Peoples R China 5.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Ge, Jingwei,Chang, Cheng,Zhang, Jiawei,et al. LLM-Based Operating Systems for Automated Vehicles: A New Perspective[J]. IEEE TRANSACTIONS ON INTELLIGENT VEHICLES,2024,9(4):4563-4567. |
| APA | Ge, Jingwei.,Chang, Cheng.,Zhang, Jiawei.,Li, Lingxi.,Na, Xiaoxiang.,...&Wang, Fei-Yue.(2024).LLM-Based Operating Systems for Automated Vehicles: A New Perspective.IEEE TRANSACTIONS ON INTELLIGENT VEHICLES,9(4),4563-4567. |
| MLA | Ge, Jingwei,et al."LLM-Based Operating Systems for Automated Vehicles: A New Perspective".IEEE TRANSACTIONS ON INTELLIGENT VEHICLES 9.4(2024):4563-4567. |
入库方式： OAI收割
来源：自动化研究所
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