美团【实习】无人机-控制算法实习生
实习兼职无人机业务部地点:北京 | 深圳状态:招聘
任职要求
1.自动化、计算机、控制科学、航空航天、机电一体化等相关专业; 2.具备以下一种能力:了解机械臂控制、机器人运动控制,熟悉Python/C++等代码开发,熟悉常用深度学习算法,熟悉强化学习算法; 3.拥有技术激情、创新意识、快速学习和协同落地能力,具备良好的沟通交流能力。 具备以下条件优先 1.有无人机、自动化设备控制程序、机械臂控制开发经验者优先; 2.有机器人操作、运控强化学习、Diffusion Model/Diffusion Policy、柔顺控制算法之一经验者优先。
工作职责
1.参与无人机或自动化机场设备控制算法开发、验证和稳定性保障工作;或参与运动控制、通用抓取项目预研与力控探索预研; 2.参与数据采集、数据分析工具、PHM自动化诊断、监测工具开发工作; 3.按照项目计划,按时提交高质量代码,完成开发任务。
包括英文材料
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.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
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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/
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.
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