西门子西门子中国研究院 大模型强化学习研究员(上海、北京、苏州)
社招全职1-3年研发地点:上海 | 苏州 | 北京状态:停招♡ 收藏
工作描述
任职要求 • Master's or Doctor degree or above in Computer Science, Automation, Mathematics or related. • Self-motivated, good communication skills and good team player. • Ability to handle multiple competing priorities in a fast-paced environment. The skills you are expected to have: • 1~3 years of hands-on RL experience (academic or industry). • Expertise in deep RL algorithms (model-based/model-free) and frameworks (e.g., RLlib, Gymnasium). • Strong Python skills with PyTorch/TensorFlow and proficiency in Linux. • Experience with distributed training (Horovod, DeepSpeed) and cloud platforms (AWS/Azure/Alicloud). • Familiarity with LLM agents or LLM post-training. • Prefer: Background in robotics, control systems, or game AI. • Prefer: Contributions to RL open-source projects or publications at top conferences (NeurIPS, ICML, ICLR, KDD, IROS, etc). You'll benefit from • Diverse and inclusive culture, doing the work you like with people who appreciate it • Systematic career development platform, various training courses, and online learning resources for you to help you t…
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包括英文材料
Gymnasium+
https://gymnasium.farama.org/index.html
An API standard for reinforcement learning with a diverse collection of reference environments
https://www.youtube.com/watch?v=FvuyrpzvwdI
Learn to use Gymnasium for Python, which allows you to create environments to run reinforcement learning programs against in Python.
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.
PyTorch+
https://datawhalechina.github.io/thorough-pytorch/
PyTorch是利用深度学习进行数据科学研究的重要工具,在灵活性、可读性和性能上都具备相当的优势,近年来已成为学术界实现深度学习算法最常用的框架。
https://www.youtube.com/watch?v=V_xro1bcAuA
Learn PyTorch for deep learning in this comprehensive course for beginners. PyTorch is a machine learning framework written in Python.
TensorFlow+
https://www.youtube.com/watch?v=tpCFfeUEGs8
Ready to learn the fundamentals of TensorFlow and deep learning with Python? Well, you’ve come to the right place.
https://www.youtube.com/watch?v=ZUKz4125WNI
This part continues right where part one left off so get that Google Colab window open and get ready to write plenty more TensorFlow code.
Linux+
https://ryanstutorials.net/linuxtutorial/
Ok, so you want to learn how to use the Bash command line interface (terminal) on Unix/Linux.
https://ubuntu.com/tutorials/command-line-for-beginners
The Linux command line is a text interface to your computer.
https://www.youtube.com/watch?v=6WatcfENsOU
In this Linux crash course, you will learn the fundamental skills and tools you need to become a proficient Linux system administrator.
https://www.youtube.com/watch?v=v392lEyM29A
Never fear the command line again, make it fear you.
https://www.youtube.com/watch?v=ZtqBQ68cfJc
DeepSpeed+
[英文] Getting Started
https://www.deepspeed.ai/getting-started/
DeepSpeed model training is accomplished using the DeepSpeed engine.
https://www.youtube.com/watch?v=pDGI668pNg0
还有更多 •••
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