What is TetroNet?

TetroNet is an AI that can play a tetromino falling block game. Or… maybe it can? With enough training?

Who made it?

Team TetroNet made it, for Kent Hack Enough 2019, a hackathon in the humble city of Kent, Ohio!

Okay, I appreciate the cool “Team %PROJECT_NAME%” thingy, but who made it?

• Avery - Built cube
• Chandler - 🎵🎵🎵🎵
• Kiersten - Team manager, initial concept
• Nathan - Did AI programming, bug fixes
• Vonn - Did game programming, bug fixes
• AI - Playtesting, existing in several different states

How do I install and run it?

• You must have a 64-bit version of Python!

1. You first need an installation of Python 3.7
2. Then install PyGame by running python -m pip install -U pygame --user.
3. After that, install NumPy by running python -m pip install numpy.
4. Don’t forget to install Keras! python -m pip install keras
5. Finally, install Tensorflow. This’ll take a bit. python -m pip install tensorflow

Then just run tetroNet.py, and watch the AI fail over and over again!

What are all these other files for?

• game.py is the game portion of TetroNet, run it and play a bit of Tetris!
• ai.py is the AI portion of TetroNet. Run it, select a backup, and it’ll play game after game! (This does not train the AI.)
• All the evaluation files are different scoring algorithms. Eventually we’ll clean things up.