NIO

强化学习仿真训练实习生

NIO  •  Onsite  •  1 month ago
Apply
AI can make mistakes so check important info. Chat history is never stored.

Job Description

强化学习仿真训练实习生上海实习数字技术 - 算法职位 ID:A241609职位描述职位描述
1. 强化学习训练流程落地:配合算法工程师推进RL策略训练全流程,协助开展训练脚本调试、超参数寻优、训练数据采集与初步清洗,实时跟踪训练进度、规范记录训练日志,精准定位并及时反馈训练过程中的各类问题。
2. 仿真环境搭建与调试:协助搭建强化学习训练专用仿真场景,基于IsaacLab、CarSim、Simulink、MuJoCo等主流仿真平台,完成环境参数配置、场景建模、接口联调,保障仿真环境稳定可靠,满足算法训练的基础条件。
3. 算法训练与测试验证:聚焦车控、具身智能两大方向,开展强化学习算法的仿真训练、迭代测试及效果验证,保障算法策略落地可行性。
4. 虚拟仿真实验室建设:参与虚拟仿真实验室搭建与运维工作,助力提升智能底盘系统的方案设计、软件开发、测试验证及参数标定全流程效率。
职位要求职位要求
1. 学历专业:本科及以上学历,车辆工程、计算机科学与技术、自动化、人工智能、机器人工程等相关专业优先。
2. 核心技能:具备扎实的Python编程基础,熟练掌握至少一种主流深度学习框架(PyTorch/TensorFlow)。
3. 优先条件:了解Matlab/Simulink、IsaacLab、CarSim等仿真工具;具备C/C++编程基础者优先。
4. 专业背景:熟悉具身智能、端到端车控模型,掌握强化学习(RL)基本原理,有相关实践经验者优先。
5. 综合素养:具备较强的问题分析与解决能力,擅长文档输出与总结,拥有良好的跨团队沟通协作意识。 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
Social Media