Add jupyter notebook tutorials using Google Colaboratory (#599)

This commit is contained in:
ChenDRAG 2022-04-19 20:58:52 +08:00 committed by GitHub
parent 92456cdb68
commit 57ecebde38
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
3 changed files with 17 additions and 0 deletions

View File

@ -94,6 +94,7 @@ Tianshou is still under development, you can also check out the documents in sta
:maxdepth: 1
:caption: Tutorials
tutorials/get_started
tutorials/dqn
tutorials/concepts
tutorials/batch

View File

@ -147,3 +147,6 @@ mse
gail
airl
ppo
Jupyter
Colab
Colaboratory

View File

@ -0,0 +1,13 @@
Get Started with Jupyter Notebook
=================================
In this tutorial, we will use Google Colaboratory to show you the most basic usages of common building blocks in Tianshou. You will be guided step by step to see how different modules in Tianshou collaborate with each other to conduct a classic DRL experiment (PPO algorithm for CartPole-v0 environment).
- L0: `Overview <https://colab.research.google.com/drive/1yavOkfSTbyBD24-dyQzdETFN9YA7ioor?usp=sharing>`_
- L1: `Batch <https://colab.research.google.com/drive/1uklagjDxYjJERS9gJvgbPnV1BtMuXvOR?usp=sharing>`_
- L2: `Replay Buffer <https://colab.research.google.com/drive/1sfw-dDy02Gado-WuYlHAQsyWhZ33D1bd?usp=sharing>`_
- L3: `Vectorized Environment <https://colab.research.google.com/drive/1ABk2BgjzvC4DZu1rDxGzd2Uqjo3FRLEy?usp=sharing>`_
- L4: `Policy <https://colab.research.google.com/drive/1MhzYXtUEfnRrlAVSB3SR83r0HA5wds2i?usp=sharing>`_
- L5: `Collector <https://colab.research.google.com/drive/1CvOTPiNXdSST04I75Wuyvy_hZ949zKHZ?usp=sharing>`_
- L6: `Trainer <https://colab.research.google.com/drive/1qMsEiZZ8mh60ycbfoX-nYy6qMCnLkmZE?usp=sharing>`_
- L7: `Experiment <https://colab.research.google.com/drive/1CieGncgbGCt2grx8Mzwb7YTmFB0AGJ0f?usp=sharing>`_