# Notebooks with demonstrations of the game properties or learning process

This folder contains a set of jupyter notebooks that serve
as the demonstration of the functionality and code:

* `mathematico.ipynb` - Mathematico game, properties, package demonstration
* `mcts_open_spiel.ipynb` - how to use Mathematico in `open_spiel`
* `rf-mlp.ipynb` - the implementation of the reinforcement learning
    algorithm, with the connection to *W&B* to monitor the progress
    of the learning;
* `rf-cnn.ipynb` - similar to `rf-mlp.ipynb`, but the architecture is
    based on convolutional blocks, without pre-training.