karroyan / di-engine-docs

DI-engine docs (Chinese and English)

Welcome to DI-engine Docs

Get started at English Docs | 中文文档

This is an educational resource produced by OpenDILab that makes it easier to learn about Decision Intelligence and DI-engine.

For the unfamiliar: Decision Intelligence is an engineering discipline that augments data science with theory from social science, decision theory, and managerial science.

This documentation contains a variety of helpful resources, including:

• an introduction about DI-engine | DI-engine 介绍
• an essay about important Concepts of reinforcement learning ｜ 强化学习重要概念
• a classification of reinforcement learning algorithms | 强化学习算法分类
• a curated list of reinforcement learning algorithms cheat sheet organized by learning methods ｜ DI-engine实现的强化学习算法
• an environment example often used by reinforcement learning algorithm ｜ 强化学习算法常用环境示例
• a series of tutorials on how to migrate your own environment to DI-engine ｜ 如何将自己的环境迁移到DI-engine
• some API documentation to serve as warm-ups ｜ API 文档

Local Docs Generation

# step 1: install
pip install -r requirements.txt
# step 2: compile docs
make live
# step 3: open http://127.0.0.1:8000 in your browser, and explore it!

Citing DI-engine-docs

@misc{ding,
    title={{DI-engine-docs: OpenDILab} Decision Intelligence Engine Document},
    author={DI-engine-docs Contributors},
    publisher = {GitHub},
    howpublished = {\url{https://github.com/opendilab/DI-engine-docs}},
    year={2021},
}

Contact Us

If you have any questions about documentation, please add a new issue or contact [email protected]

License

DI-engine-Docs released under the Apache 2.0 license