Running the AI Model

If you have already trained the artificial intelligence model, follow these steps to play your desired game:

1. Open the game.

2. Run the following command in the terminal:

   python3 ai.py

Creating a Training Dataset

To create a dataset for training the AI model, follow these steps:

1. Run the dataset creation script:

   python3 create_dataset.py

2. Play your desired game while the script is running.
3. Stop the dataset creation process by pressing Ctrl + C in the terminal.

Model Training

To train the AI model, use the following command:

python3 train.py

Using TensorBoard for Visualization

To monitor the training progress with TensorBoard, execute:

tensorboard --logdir=Data/Checkpoints/logs

Important Notes

• This implementation has been tested with Python version 3.11.0.
• Install the required dependencies using:

  sudo pip3 install -r requirements.txt

  You can understand the code by reading the comments of the code written inside the code