To get started with this project, follow these steps:

First, you need to install gym-tetris using pip. Open a terminal or command prompt and run the following command:

pip install gym-tetris pyyaml
pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118

Before running the training or testing scripts, you must configure the application settings. To do this, edit the config.yaml file located in the root directory. Ensure you set the desired configurations for training and environment parameters.

Once you have configured the settings, you can train the agent by executing the train.py script. Run the following command in your terminal:

python train.py

This script will start the training process based on the parameters defined in config.yaml. Make sure you monitor the output for any errors or important information regarding the training progress.

After training the agent, you can evaluate its performance by running the test.py script. Execute the following command:

python test.py

This will initiate the testing process, using the trained model to play Tetris. Observe the agent to ensure it performs as expected based on the training it received.