ping-pong-ia

Project to pratice Pytorch

Menu

• How to run
• How to play
• My Notes
• My References
• Freeze Dependencies

How to Run

python3 -m venv venv
source venv/bin/activate
pip3 install -r requirements.txt
python3 main.py

How to play

Select two of the below players with ENTER

player	implementation	description
Human	PlayerHuman.py	Control with A and Z or Up and Down
Artificial Intelligence	PlayerAI.py	Keep the player in the same horizontal position of the ball when it is coming
Neural Network DQL	PlayerNN.py	Execution of Neural Network Deep Q-Learning
Neural Network DQL Training	PlayerNN.py	Training of Neural Network Deep Q-Learning

My Notes

1. This model was trained for approximately 100 hours.

2. Had to restart a few times to get back to training from a reasonable solution.

3. So far I haven't managed to make NN beat simple programming logic 100% of the time!

My References

Reference Code: https://github.com/python-engineer/snake-ai-pytorch

Reference Tutorial: https://www.youtube.com/watch?v=PJl4iabBEz0

Freeze Dependencies

pip freeze > requirements.txt