Chess UI created with tkinter and ChessBot trained with minimax with a depth of 4, supplemented with alpha-beta pruning. AI ~ 900 elo (if I were to guess).

To install the game, make sure you have tkinter installed, which you can do on MacOS with

brew install python-tk

or on Linux with

sudo apt-get install python3-tk

Install the required python packaged with

pip install -r requirements.txt

Now that the software is installed, to play against the bot, simply run

python main.py

To play on LAN, first start a server with

python server_chess.py

then input your personal IP for the host and an unassigned port, such as 1234. Then start your clients on any other devices in your LAN with

python client_chess.py

and input the IP address where the server is hosted, the assigned port, as well as the color of pieces ('w' for one 'b' for the other).

• Handle all draw rules properly
• More robust engine with more modern AI/RL techniques to beat MuZero :)
• More appealing UI