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Open nowPosted 15 days ago

具身模型算法实习生

agirobot/internrecruitment367 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen now具身模型算法实习生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 15 days ago

agirobot/internrecruitment median: 2 days open

The posting

岗位职责 1. 参与 VLA 具身大模型的后训练研发,包括 SFT 数据构建、模型微调(LoRA / 全量)、训练超参调优与效果评测 2. 参与多模态数据 pipeline 建设:数据采集、清洗、标注方案设计与质量筛选,构建面向真实机器人场景的高质量训练数据集 3. 跟踪并复现 VLA / WAM 领域前沿论文与开源模型(如 RT-2、OpenVLA、π0、Diffusion Policy 等),输出技术调研报告与可运行的实验方案 4. 在仿真环境(Isaac Sim / MuJoCo 等)与真机平台上完成模型闭环验证:从策略训练到部署测试,参与 Sim2Real 迁移实验与效果分析 5. 参与评测体系建设:设计任务成功率、泛化性、鲁棒性等评测指标,搭建自动化评测工具链 6. 协助模型在机器人芯片上的推理优化与部署调试,参与推理延迟、吞吐量等性能瓶颈的定位与改进 任职要求 1. 计算机 / AI / 机器人 / 自动化等相关专业在读硕士或博士(优秀本科生亦可) 2. 扎实的深度学习基础,熟悉 Transformer 架构与多模态模型原理(视觉-语言联合建模、条件生成等) 3. 熟练使用 Python + PyTorch,有完整的模型训练、调优与实验管理经验(日志 / checkpoint / 消融实验等) 4. 了解至少一种主流 VLA 架构或动作生成方案(如 Diffusion Policy、Flow Matching、Action Tokenization 等) 5. 具备良好的英文文献阅读能力,能快速理解和复现顶会论文的核心方法 6. 每周 ≥4 天,连续 ≥6 个月 加分项 - 有 VLA / VLM / Diffusion 等模型的实际训练或微调经验(非仅调用 API) - 熟悉模仿学习(BC / ACT / Diffusion Policy)或强化学习(PPO / SAC)算法,有相关项目实践 - 有仿真环境使用经验(Isaac Sim / MuJoCo / ManiSkill / RoboSuite 等),了解 Sim2Real 迁移的基本方法 - 参与过具身智能 / 机器人操作相关项目(竞赛、实验室课题、开源贡献均可) - NeurIPS / ICML / ICLR / CoRL / ICRA 等顶会发表过相关论文

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