荣耀四足/轮足机器人强化学习算法高级工程师
校招全职研发类地点:北京 | 上海 | 深圳状态:招聘
工作描述
任职要求 1、教育背景: 计算机科学、机器人学、自动化、人工智能等相关专业; 2、算法基础: 具备扎实的深度学习(Deep Learning)和强化学习理论基础,深刻理解并能熟练应用主流RL算法(如PPO, SAC, DDPG, TD3等); 3、编程能力: 具备优秀的编程能力,精通Python和C/C++,熟练使用PyTorch或TensorFlow等深度学习框架; 4、仿真经验: 熟练使用至少一种主流物理仿真引擎(如Isaac Gym, MuJoCo, RaiSim, PyBullet等),有大规模并行训练经验者优先; 5、机器人基础: 熟悉机器人运动学与动力学基础知识,了解常见的刚体动力学建模方法,熟悉机械臂运动学(正逆解)及轨迹规划者优先; 6、综合素质: 具备良好的英文文献阅读能力、逻辑分析能力和团队协作精神,对机器人技术有强烈的热情。 加分项(Preferred Qua…
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包括英文材料
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/
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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.
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.
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
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