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Open nowPosted 51 days ago

强化学习感控实习生

agirobot/internrecruitment367 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen now强化学习感控实习生agirobot/internrecruitment · Shanghai, Chinese Mainland
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The clock on this job

Early applications get read.

12.1% of postings close within 7 days. Measured by our own scanner across the market. agirobot/internrecruitment postings stay open a median of 2 days.

Share of postings closed within
  1. 2.1%1 day
  2. 4.5%3 days
  3. 12.1%7 days
  4. 19.1%14 days
  5. 35.6%30 days
  6. 52.7%60 days
This job: posted 51 days ago

agirobot/internrecruitment median: 2 days open

The posting

1. 负责机器人感控行走、感控导航核心算法研发、迭代与落地,基于强化学习技术搭建感知-决策-控制一体化链路,攻克复杂场景下机器人行走稳定性、避障精度、导航鲁棒性等核心问题,完成算法真机调试、场景优化与迭代复盘。 2. 搭建机器人动力学仿真与强化学习训练体系,完成训练场景搭建、参数调优、仿真验证及虚实迁移工作,搭建标准化、高效率的算法迭代流程,支撑控制算法快速落地验证。 3. 跟进机器人强化学习前沿技术,开展前沿控制算法调研、复现与二次开发,结合机器人行走、导航实际业务场景做算法适配与性能优化,输出规范的技术方案与研发文档,推动团队技术迭代创新。 4. 熟悉激光雷达、视觉相机工作原理,掌握感知数据预处理与多模态融合技术,结合强化学习控制策略提升机器人环境感知与自主适配能力,保障机器人在复杂未知场景下的稳定运动。 三、任职要求 基础要求 1. 学历背景:重点院校硕士及以上学历,自动化、机器人工程、人工智能、计算机科学、控制科学与工程等相关专业,具备扎实的机器人动力学、运动控制、强化学习理论功底。 2. 仿真工具能力:熟练使用IsaacLab、IsaacSim、MjLab等主流机器人仿真平台,能够独立完成仿真环境搭建、强化学习算法训练、仿真测试及虚实迁移全流程工作。 3. 算法开发能力:精通Python、C++等编程语言,熟悉Instinctlab、CMoE、MoRE、SRU等前沿开源项目,具备源码解读、二次开发、场景适配与工程落地调优能力,对于CNN,GRU,Attention-based网络有深入立即。 4. 感知融合能力:深入理解激光雷达、视觉相机的成像原理、数据特性及误差机制,具备感知数据预处理、多模态感知-控制融合算法开发实战经验。

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