NIO

实习-智能辅助驾驶生成式决策算法实习生

NIO  •  Onsite  •  2 months ago
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Job Description

实习-智能辅助驾驶生成式决策算法实习生上海校招实习数字技术 - 算法硕士及以上蔚来2027届实习生招募职位 ID:A235847职位描述参与面向智能辅助驾驶系统的基于 Classifier-Free Guidance(CFG)的生成式强化学习算法研发,提升智能辅助驾驶行为决策的可控性、多样性与安全性;
研究内容包括但不限于:语言/视觉/地图等多模态条件下的轨迹生成、CFG 在动作/轨迹空间中的引导机制设计等;
负责算法在仿真环境和实车数据上的开发、迭代、评估与部署,支持端到端智能辅助驾驶决策模块的落地。
职位要求在生成式模型(扩散模型、自回归模型)、强化学习、智能辅助驾驶行为预测/规划、多模态条件生成 等任一方向有项目或研究经验者优先;
计算机、人工智能、自动化、车辆工程等相关专业背景,有 CVPR/ICRA/IROS/CoRL/ICLR 等会议论文、技术报告或开源项目者优先;
精通 PyTorch,熟悉 Flow Matching、Diffusion 等框架,有 nuScenes / Waymo / Argoverse 2 等智能辅助驾驶数据集使用经验者加分;
理解 Classifier-Free Guidance 的原理与实现,并能将其应用于连续动作空间的生成任务;
具备良好的沟通、协作能力;
实习时间不少于 4个月,每周出勤 不少于4天,能尽快到岗者优先。 投递
NIO

About NIO

NIO is a pioneer and a leading company in the premium smart electric vehicle market. Founded in November 2014, NIO’s mission is to shape a sustainable and brighter future together. NIO aims to build a community starting with smart electric vehicles to share joy and grow together with users.

NIO designs, develops, jointly manufactures and sells premium smart electric vehicles, driving innovations in next-generation technologies in autonomous driving, digital technologies, electric powertrains and batteries. NIO differentiates itself through its continuous technological breakthroughs and innovations, such as its industry-leading battery swapping technologies, Battery as a Service, or BaaS, as well as its proprietary autonomous driving technologies and Autonomous Driving as a Service, or ADaaS.

NIO’s models for sale include the all-new smart electric flagship SUV ES8, the smart electric flagship coupe SUV EC7, the smart electric mid-large SUV ES7, the smart electric flagship sedan ET7, the all-new smart electric all-round SUV ES6, the all-new smart electric coupe SUV EC6, the smart electric mid-sized sedan ET5, and the smart electric tourer ET5T.

Industry
Unknown
Company Size
5,001-10,000 employees
Headquarters
Jiading, CN
Year Founded
Unknown
Website
nio.com
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