Using deep Q-learning to play Pong

I did my project on Deep Q-Learning, which is a method of applying machine learning to dynamic environments. In my video I describe the ins and outs of Deep Q-Learning and demonstrate its power by training an agent to play the game Pong.

Check out there video here: https://youtu.be/agTkxtXneto

To see the agent play skip to 9:06 in the video.

If you want to train the agent yourself download this repository with the command

pip install git+https://github.com/WLAC-CS131-Fall-2021/Leon-Shams-Schaal.git

then to run the agent enter the command

rl-pong