Game Bot

By Arda Mavi

Artificial intelligence that learns to play any game by watching you.

How does this work?

• First: Run program and play any game for a little bit.
• Second: Run program and watch the artificial intelligence play the game.

How does it work behind the scenes?

When you run the training program, the program listens for your keyboard and mouse moving, then it saves those movements.
Artificial intelligence learn: When I push any button?
And when you run the program, it plays the game just like you!

But how does it learn?

Magic! (just joking)

With deep learning.
Deep Learning is a subfield of machine learning with neural networks inspired by the structure of the brains artificial neural networks.

Playing with Artificial Intelligence:

1. Open your desired game (If you have already trained the artificial intelligence).
2. Run python3 ai.py command in terminal.

Creating Training Dataset:

1. Change the desired kets in the game_control.py file's get keys function, by changing return keys to desired ones
2. Run python3 create_dataset.py command in terminal.
3. Play your desired game.
4. Stop create_dataset program with ctrl-C in terminal.

Model Training:

python3 train.py

Using TensorBoard:

tensorboard --logdir=Data/Checkpoints/logs

Important Notes:

• Tested in Python version 3.6.0

• Install necessary modules with sudo pip3 install -r requirements.txt command.

WINDOWS Installation:

• Install Python 3.6.0 : https://www.python.org/downloads/release/python-360/
• Run CMD and Input Command pip3 install -r requirements.txt

This project is still being worked on ...