Momenta

自监督或强化学习算法工程师

Momenta  •  Onsite  •  1 month ago
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Job Description

自监督或强化学习算法工程师北京、上海、苏州全职研发 - 算法职位描述1、设计并实现面向自动驾驶的自监督训练框架,提升端到端大模型在稀疏标注场景下的泛化能力;
2、研发适用于驾驶决策、路径规划与动态博弈的强化学习算法,包括 GRPO、PPO、Offline RL 等,解决高速、城区、泊车场景中的安全性与长尾交互问题。职位要求1、计算机、人工智能、自动化等相关专业硕士及以上学历;
2、熟练掌握 Python/C++,具备良好的数据结构与算法基础;
3、满足以下任一方向即可:
1)自监督:熟悉对比学习、MAE、可微分渲染等相关领域,有 MAE、DINO 系列工作、GeoMIM、SelfOcc 等实际经验者优先;
2)强化学习:熟悉 PPO、GRPO、DPO 等强化学习算法,有实际的自动驾驶强化学习应用经验者优先。
加分项
1、有 ACM/ICPC 区域赛银牌、RoboMaster/RoboCup 等奖项经历;
2、在 CVPR/ICCV/ECCV、NeurIPS/ICLR、ICRA/IROS/ICML/CoRL 等发表过自监督或 RL 相关论文。 投递
Momenta

About Momenta

We are committed to developing breakthrough artificial intelligence (“AI”) solutions to push beyond the frontier of possibilities today and significantly improve people’s quality of life. We leverage our AI capabilities to develop autonomous driving solutions to enhance safety, convenience, and efficiency of mobility.

We have pioneered a unique scalable path toward full autonomous driving by combining a data-driven approach with iterating algorithms – referred to as our “flywheel approach” - as well as a “two-leg” product strategy focusing on both Mpilot, our mass-production-ready highly autonomous driving solutions, and MSD (Momenta Self-Driving), our driving solution targeting full autonomy.

Contact us:

contact@momenta.ai

Industry
IT & Software
Company Size
501-1,000 employees
Headquarters
Suzhou City, CN
Year Founded
2016
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