https://github.com/hexcube/reinfolearn

Implementations of algorithms for Reinforcement Learning assignments
https://github.com/hexcube/reinfolearn

academic algorithms google-colab jupyter-notebook masters-degree python reinforcement-learning reinforcement-learning-algorithms

Last synced: about 1 month ago
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Implementations of algorithms for Reinforcement Learning assignments

• Host: GitHub
• URL: https://github.com/hexcube/reinfolearn
• Owner: HEXcube
• License: mit
• Created: 2019-04-28T21:31:40.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2019-04-30T03:08:06.000Z (almost 6 years ago)
• Last Synced: 2024-11-11T12:33:03.157Z (3 months ago)
• Topics: academic, algorithms, google-colab, jupyter-notebook, masters-degree, python, reinforcement-learning, reinforcement-learning-algorithms
• Language: Jupyter Notebook
• Homepage: https://colab.research.google.com/github/HEXcube/ReinfoLearn/
• Size: 17.6 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Reinforcement Learning

Python implementations of algorithms for assignments of Reinforcement Learning elective. Part of Cochin University Masters Degree course for 2018 scheme.

## How To Setup

On Ubuntu 16.04 LTS or up:

    sudo apt install python3-pip

    pip3 install --user jupyterlab

    jupyter lab

## Assignments List

- Value Iteration - [Run online on Google Colab](https://colab.research.google.com/github/HEXcube/ReinfoLearn/blob/master/ValueIteration.ipynb)

- SARSA & Q-learning - [Run online on Google Colab](https://colab.research.google.com/github/HEXcube/ReinfoLearn/blob/master/SARSAnQlearning.ipynb)

## License

- Except where otherwise noted, all original content here are released under [MIT license](https://opensource.org/licenses/MIT)