/Auto-Playing-Breakout-Game-with-A3C-Algorithm

A3C[Asynchronous-Advantage-ActorCritic] Algorithm with Long Short Term Memory to autoplay the Breakout Game.

Primary LanguagePython

Auto-Playing-Breakout-Game-with-A3C-Algorithm

The Asynchronous Advantage Actor-Critic Implementation is explained with Breakout Game. Make sure you install the following libraries in Anaconda Prompt conda install -c pytorch pytorch conda install -c akode gym conda install -c menpo ffmpeg conda install -c conda-forge opencv For OpenAI Gym & akode installation in Windows refer : https://towardsdatascience.com/how-to-install-openai-gym-in-a-windows-environment-338969e24d30 Run the "main.py" file to train the AI and watch the AI playing game in the "videos" folder.