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Q-learning(frozen_lake).py

Q-learning(frozen_lake).py

 
 

Q-learning.mp4

Q-learning.mp4

 
 

README.md

README.md

 
 

requirements.txt

requirements.txt

 
 

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Reinforcement Learning with Q Learning Algorithm

Q learning algorithm is trained on the gym's frozen lake environment.
Learn more on Q-learning here: Q-Learning Explained

Libraries Used

  • gym
  • Numpy
  • tqdm
  • Pytorch Deep Learning Framework

    • Install Requirement Files

    clone the repository and download the 'requirement.txt' files, then open terminal in the working directory and type
    'pip install -r requirements.txt'
    to install all the requirements for this project.

    Setup

    clone the repository and download the 'requirement.txt' files, then open terminal in the working directory and type
    'pip install -r requirements.txt'
    to install all the requirements for this project.

    Demo Video

    Q-learning.mp4

    About

    Reinforcement Learning with Q-Learning Algorithm on gym's frozen lake environment implemented in python

    Topics

    reinforcement-learning q-learning-algorithm

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    Readme
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