https://github.com/howl-anderson/q_learning_demo
Show how Q-learning works from scratch
https://github.com/howl-anderson/q_learning_demo
gym-environment q-learning reinforcement-learning reinforcement-learning-algorithms
Last synced: 3 months ago
JSON representation
Show how Q-learning works from scratch
- Host: GitHub
- URL: https://github.com/howl-anderson/q_learning_demo
- Owner: howl-anderson
- License: mit
- Created: 2018-04-16T10:48:28.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2022-12-08T01:00:20.000Z (almost 3 years ago)
- Last Synced: 2025-04-05T19:41:29.256Z (6 months ago)
- Topics: gym-environment, q-learning, reinforcement-learning, reinforcement-learning-algorithms
- Language: Jupyter Notebook
- Homepage: http://blog.xiaoquankong.ai/基于-OpenAI-Gym-的-Q-Learning-算法演示/
- Size: 15.6 KB
- Stars: 5
- Watchers: 1
- Forks: 2
- Open Issues: 3
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE.md
Awesome Lists containing this project
README
[中文版本的 README](README.zh-Hans.md)
------------------------------
# Q-Learning-Demo
[](https://mybinder.org/v2/gh/howl-anderson/q_learning_demo/master?filepath=jupyter_notebooks%2Fproof-of-concept.ipynb)
A project show how Q-learning works from scratch
## Blog
[基于 OpenAI Gym 的 Q-Learning 算法演示](http://blog.xiaoquankong.ai/%E5%9F%BA%E4%BA%8E-OpenAI-Gym-%E7%9A%84-Q-Learning-%E7%AE%97%E6%B3%95%E6%BC%94%E7%A4%BA/)
## Getting Started
Download or git clone this repository.
## Proof of concept
**Online demo**
A Jupyter notebook is provided to demo online. Link is [here](https://mybinder.org/v2/gh/howl-anderson/q_learning_demo/master?filepath=jupyter_notebooks%2Fproof-of-concept.ipynb).
### Prerequisites
Python 3.5+
Check you python version with this
```
python --version
```
### Installing
Git clone the code
```
git clone https://github.com/howl-anderson/q_learning_demo.git
```
then
```
cd q_learning_demo
```
## Running the training
You can train your model or skip this to used pre-trained model
```
python -m q_learning_demo.train
```
### Running the pre-trained model
Use built-in pre-trained model to test model
```
python -m q_learning_demo.load
```
## Built With
* [OpenAI Gym](https://github.com/openai/gym) - The reinforcement framework used
## Contributing
Please read [CONTRIBUTING.md](CONTRIBUTING.md) for details on our code of conduct, and the process for submitting pull requests to us.
## Versioning
We use [SemVer](http://semver.org/) for versioning. For the versions available, see the [tags on this repository](https://github.com/howl-anderson/q_learning_demo/tags).
## Authors
* **Xiaoquan Kong** - *Initial work* - [howl-anderson](https://github.com/howl-anderson)
See also the list of [contributors](https://github.com/howl-anderson/q_learning_demo/contributors) who participated in this project.
## License
This project is licensed under the MIT License - see the [LICENSE.md](LICENSE.md) file for details
## Acknowledgments
* [Billie Thompson](https://github.com/PurpleBooth) - For README.md & CONTRIBUTING.md template