Name	Name	Last commit message	Last commit date
parent directory ..
envs	envs
MC Prediction.ipynb	MC Prediction.ipynb
Off-Policy MC Control.ipynb	Off-Policy MC Control.ipynb
On-Policy MC Control.ipynb	On-Policy MC Control.ipynb
Policy Evaluation.ipynb	Policy Evaluation.ipynb
Policy Iteration.ipynb	Policy Iteration.ipynb
Q-Learning.ipynb	Q-Learning.ipynb
README.md	README.md
SARSA.ipynb	SARSA.ipynb
Value Iteration.ipynb	Value Iteration.ipynb
Windy Gridworld.ipynb	Windy Gridworld.ipynb
plotting.py	plotting.py
requirements.txt	requirements.txt
test.py	test.py

Name

Last commit message

Last commit date

envs

MC Prediction.ipynb

Off-Policy MC Control.ipynb

On-Policy MC Control.ipynb

Policy Evaluation.ipynb

Policy Iteration.ipynb

Q-Learning.ipynb

README.md

SARSA.ipynb

Value Iteration.ipynb

Windy Gridworld.ipynb

plotting.py

requirements.txt

test.py

强化学习简介示例代码。

安装需要安装jupyter notebook，可以参考这里来安装。有些例子需要OpenAI Gym，请参考这里来安装。

运行

$ jupyter notebook

运行后会输出类似

[I 21:28:20.481 NotebookApp] The Jupyter Notebook is running at:
[I 21:28:20.481 NotebookApp] http://localhost:8888/?token=414eabf67860bd5843a4d53bde1ed6f3a61fb3a52ef0742c

请点击上面的包含"http://localhost:8888"的链接用浏览器打开，然后选择打开对应的ipynb文件。

代码

Policy Evaluation.ipynb

Policy Evaluation代码示例

Policy Iteration.ipynb

Policy Iteration代码示例

Value Iteration.ipynb

Value Iteration代码示例

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README.md

强化学习简介示例代码。