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Open nowPosted 1354 days ago

决策规划算法架构师/TL

momenta/talent222 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now决策规划算法架构师/TLmomenta/talent · Beijing, Chinese Mainland
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Share of postings closed within
  1. 2.1%1 day
  2. 4.5%3 days
  3. 12.3%7 days
  4. 19.3%14 days
  5. 35.6%30 days
  6. 57.8%60 days
This job: posted 1354 days ago

The posting

岗位职责 - 稳定可靠且易于扩展的Planning架构设计与系统开发; - 通过DL/RL/POMDP/Game Theory等算法提升决策规划交互能力,使系统表现更加符合人类驾驶习惯; - 基于海量路测数据构建完整的数据驱动算法工具链,构建高效规划训练及评测系统等; - 高性能高效率的数值优化和计算几何算法开发。 任职要求 - 自动化、计算机、人工智能、车辆等相关专业硕士及以上学历; - 较强的编程能力,熟悉C++、Python,良好的代码风格和系统设计能力; - 扎实的数理基础,熟悉最优化/控制理论/深度学习/强化学习等算法中至少两种; - 优秀的沟通与协作能力; - 优秀的学习能力和建模分析能力,需要多维视角和创新思维解决复杂场景下的难题; - 机器学习方向要求深刻理解DL/RL相关算法,有丰富的研究和实践经验。 加分项 - 复杂系统工程经验,优秀开源项目研发经历; - RoboMaster, RoboCup等机器人比赛或ACM竞赛获奖者; - 熟悉自动驾驶技术栈和主流Planning算法框架; - 有Robotaxi/Robotruck/无人配送/机器人等领域Planning算法落地应用经验。

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