Xiaomi Technology

顶尖应届-决策规划大模型算法研究员-自动驾驶

Xiaomi Technology  •  Onsite  •  1 hour ago
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Job Description

顶尖应届-决策规划大模型算法研究员-自动驾驶

北京

校招

正式

软件研发类

职位描述

1、开发基于模型的决策规划系统,解决城市、高速等场景下的交互决策、轨迹规划问题; 2、开发大规模强化学习算法与系统,完成Agent在虚拟环境中的训练以及Sim2Real的部署。

职位要求

1、计算机、自动化、数学、自动驾驶等相关方向硕士及以上学历; 2、熟练掌握linux下C++开发,良好的数据结构和算法基础,熟练使用agentic coding; 3、熟悉深度学习框架,熟悉CNN、LSTM、GRU、Transformers等网络结构及其训练。 以下三点需满足至少一点: 1、熟悉常见的基于模型的规控与端到端算法; 2、熟悉常见的大规模强化学习算法,并有在自动驾驶中的实践经历; 3、熟悉常见的LLM/VLM模型,并有在自动驾驶中的对齐的经历。 加分项: 1、有较强的研究能力,如在顶会发表过论文; 2、在ACM-ICPC、TopCoder等竞赛中获得过优异成绩; 3、有NLP、多模态方面的学术或者项目经历,有大模型实践经验。

职位信息

课题名称及内容:

【课题名称】 超大规模强化学习及在自动驾驶中的应用 【课题内容】 研究各种Zero范式在Physical AI中的应用,探索Self-Play在海量算力支持下的能力边界

投递

Xiaomi Technology

About Xiaomi Technology

Xiaomi Corporation was founded in April 2010 and listed on the Main Board of the Hong Kong Stock Exchange on July 9, 2018 (1810.HK). Xiaomi is a consumer electronics and smart manufacturing company with smartphones and smart hardware connected by an IoT platform at its core.

Embracing our vision of “Make friends with users and be the coolest company in the users’ hearts”, Xiaomi continuously pursues innovations, high-quality user experience and operational efficiency. The company relentlessly builds amazing products with honest prices to let everyone in the world enjoy a better life through innovative technology.

Xiaomi is one of the world's leading smartphone companies. The company has also established the world’s leading consumer AIoT (AI+IoT) platform,reached 558 million smart devices connected to its platform (excluding smartphones,laptops and tablets) as of September 30 2022. Xiaomi products are present in more than 100 countries and regions around the world. In August 2022, Xiaomi was included in the Fortune Global 500 list for the fourth year in a row, ranking 266th. The company is the fastest-rising Chinese technology conglomerate during the four-year period.

Xiaomi is a constituent of the Hang Seng Index, Hang Seng China Enterprises Index, Hang Seng TECH Index and Hang Seng China 50 Index.

Industry
IT & Software
Company Size
10,000+ employees
Headquarters
Beijing, CN
Year Founded
2010
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