RL-Maze

Standard SARSA Control and Tabular Dyna-Q are used to solve for a solution for a given maze.

To run the algorithm:

• Download the necessary packages
  • $ pip install -r requirements.txt
• Download the Chrome WebDriver for your version of Google Chrome
  • Note: You can find your current version of Google Chrome by clicking the three dots in the top right → "Help" → "About Google Chrome"
• Copy the path where the Chrome WebDriver was downloaded and set to a variable called PATH in the Jupyter Notebook
  • Example: PATH = 'D:\Program Files (x86)\chromedriver.exe'
• Copy the path of the maze directory in your local copy of this repository and set to a variable called DOWNLOAD_PATH in the Jupyter Notebook
  • This will be the location where the image of the maze will be downloaded
  • Example: DOWNLOAD_PATH = 'D:\Github\Work\RL-Maze\maze'
• Run the Jupyter Notebook