小米机器人具身智能算法研究实习生
实习兼职地点:北京状态:招聘
任职要求
1.计算机/机器人相关专业硕士及以上学历; 2.有视觉-触觉开发经验; 3.有使用mujoco/issaclab仿真环境的经验; 4.掌握但不限于强化学习、模仿学习、VLA等主流AI技术方向; 5.熟练掌握C/C++/Python等常用编程语言,有ros机器人系统使用经验; 6.有机器人抓取、操作相关领域的算法研发以及项目落地经验、有机器人仿真平台使用经验者优先; 7.有相关竞赛经验或者在机器人领域全球顶会/顶刊发表过相关论文者优先。
工作职责
1.基于人类视频和演示的具身灵巧抓取与操作策略VLA算法研究与开发; 2.视觉-触觉-本体多模态信息融合下的长序列双手灵巧抓取操作研究; 3. 灵巧手视触觉融合精细抓取系统;
包括英文材料
学历+
强化学习+
https://cloud.google.com/discover/what-is-reinforcement-learning?hl=en
Reinforcement learning (RL) is a type of machine learning where an "agent" learns optimal behavior through interaction with its environment.
https://huggingface.co/learn/deep-rl-course/unit0/introduction
This course will teach you about Deep Reinforcement Learning from beginner to expert. It’s completely free and open-source!
https://www.kaggle.com/learn/intro-to-game-ai-and-reinforcement-learning
Build your own video game bots, using classic and cutting-edge algorithms.
C+
https://www.freecodecamp.org/chinese/news/the-c-beginners-handbook/
本手册遵循二八定律。你将在 20% 的时间内学习 80% 的 C 编程语言。
https://www.youtube.com/watch?v=87SH2Cn0s9A
https://www.youtube.com/watch?v=KJgsSFOSQv0
This course will give you a full introduction into all of the core concepts in the C programming language.
https://www.youtube.com/watch?v=PaPN51Mm5qQ
In this complete C programming course, Dr. Charles Severance (aka Dr. Chuck) will help you understand computer architecture and low-level programming with the help of the classic C Programming language book written by Brian Kernighan and Dennis Ritchie.
C+++
https://www.learncpp.com/
LearnCpp.com is a free website devoted to teaching you how to program in modern C++.
https://www.youtube.com/watch?v=ZzaPdXTrSb8
Python+
https://liaoxuefeng.com/books/python/introduction/index.html
中文,免费,零起点,完整示例,基于最新的Python 3版本。
https://www.learnpython.org/
a free interactive Python tutorial for people who want to learn Python, fast.
https://www.youtube.com/watch?v=K5KVEU3aaeQ
Master Python from scratch 🚀 No fluff—just clear, practical coding skills to kickstart your journey!
https://www.youtube.com/watch?v=rfscVS0vtbw
This course will give you a full introduction into all of the core concepts in python.
ROS+
https://www.youtube.com/watch?v=92Zz5nnd41c&list=PLk51HrKSBQ8-jTgD0qgRp1vmQeVSJ5SQC
https://www.youtube.com/watch?v=HJAE5Pk8Nyw
Ready to learn ROS2 and take your robotics skills to the next level?
https://www.youtube.com/watch?v=MWKnMPX0Yjg&list=PLU9tksFlQRircAdEplrH9NMm4WtSA8yzi
Do you want to know more about ROS the Robot Operating System?
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
相关职位
实习
1、参与具身智能机器人的技术和场景预研工作,包括机器人OS与主要AI算法,跟进学术界和产业界最新研究进展; 2、负责具身智能机器人技术和场景预研相关材料的分析和整理; 3、参与具身智能机器人开源项目的环境搭建及验证。
更新于 2025-04-14
实习A252546
日常实习:面向全体在校生,为符合岗位要求的同学提供为期3个月及以上的项目实践机会。 团队介绍:字节跳动ByteDance Research专注于人工智能领域的前沿技术研究,涵盖了机器翻译、视频理解基础模型、机器人研究、机器学习公平性、量子化学、AI 制药、分子动力学等多技术研究领域,同时致力于将研究成果落地,为公司现有的产品和业务提供核心技术支持和服务。 1、面向多模态人机交互,研究多模态智能体、多模态推理规划、流式音视频对话模型等前沿技术,发表高水平论文和申请专利; 2、探索多模态大模型、强化学习算法、大模型Agent在机器人上的创新应用,参与具身智能算法和应用迭代。
更新于 2025-02-10