2048-Python

A python clone of the game 2048 by Gabriele Cirulli, written to compare the expectimax algorithm agaist a custom neural network.

How to Use

To use this repository, follow these steps:

1. Clone the Repository: Clone this repository to your local machine using git clone https://github.com/TheL0L/2048-Python.git.

2. Optional: Create a Virtual Environment: Make sure you have Python installed on your machine. It's recommended to use a virtual environment to manage dependencies.

   • Navigating to the project directory.
   • Create a virtual environment using python -m venv env.

3. Install Dependencies: Install the project dependencies by running pip install -r requirements.txt.

   • In case you're planning on training models, consider installing a version of torch that supports GPU usage, you can find more details here.

4. Optional: Modify Constants: If desired, you can modify the constants in constants.py to customize the game settings according to your preferences.

5. Optional: Modify Agent: You can choose the AI agent to play the game by modifying the AGENT variable in app.py.

6. Run the Application: Start the game by running app.py.

License

This project is licensed under the MIT License.