XPENG

【26届校招】强化学习分布式系统工程师

XPENG  •  Onsite  •  21 days ago
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Job Description

【26届校招】强化学习分布式系统工程师上海正式智能制造 / 工业互联网 / 工业自动化 - 研发智能机器人板块职位描述1. 与电动车动力系统团队深度合作,设计并实现适用于车载动力系统效率优化的强化学习(RL)算法。
2. 利用或基于 Ray-RLlib, rsl_rl, 或 stable-baselines3 等主流框架,搭建高效、分布式的RL训练与部署架构。
3. 推动RL控制策略的sim2real 迁移,并参与小鹏汽车动力系统硬件在环或实车平台的集成与调试工作。
4. 作为AI团队与动力系统部门之间的核心桥梁,负责需求对齐、数据接口规范化和联合调试。
5. 根据业务需求,未来有机会参与 LLM团队针对语言模型后训练RL 框架的搭建与优化。职位要求1. 硕士及以上学历,具有机器人、运动控制、自动化、人工智能、计算机等相关背景。
2. 有强化学习(RL)相关产品落地实务经验优先。
3. 扎实的强化学习理论基础,熟悉主流离线/在线RL算法(e.g. PPO, SAC, etc),并具备实际项目应用经验。
4. 精通至少一个主流RL框架,如 Ray-RLlib (精通Ray 加分), rsl_rl, stable-baselines3, 或 rl-games 等。
5. 精通 Python,PyTorch,並具备良好的代码组织和工程化能力,熟悉C++ 加分。
6. 具备优秀的跨部门沟通与协作能力,能有效推动项目落地。
加分项:
- 熟悉运动控制、动力学建模、或车辆动力学相关知识者优先。
- 对 LLM-RFT 有浓厚兴趣,并乐于参与前沿技术框架(e.g. VERL, Trinity-RFT, etc)的搭建与探索。 投递
XPENG

About XPENG

XPeng is a leading Chinese Smart EV company that designs, develops, manufactures, and markets Smart EVs that appeal to the large and growing base of technology-savvy middle-class consumers. Its mission is to drive Smart EV transformation with technology and data, shaping the mobility experience of the future. In order to optimize its customers’ mobility experience, XPeng develops in-house its full-stack advanced driver-assistance system technology and in-car intelligent operating system, as well as core vehicle systems including powertrain and the electrical/electronic architecture. XPeng is headquartered in Guangzhou, China. In 2021, the Company established its European headquarters in Amsterdam, along with other dedicated offices in Copenhagen, Munich, Oslo, and Stockholm.The Company’s Smart EVs are mainly manufactured at its plant in Zhaoqing and Guangzhou,Guangdong province.

For more information, please visit https://heyxpeng.com.

Industry
Automotive & Mobility
Company Size
1,001-5,000 employees
Headquarters
Guangzhou, CN
Year Founded
2014
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