This is the final trained Network in play against a Human Opponent.

To play against the Algorithm, clone this repository on your local machine, make sure you have python 3 or higher as well as PyTorch installed.

Then Run the Python Script Play.py in the AlphaZero Folder

AlphaZero uses a Neural Network as a value approximator, this Network works in Conjunction with Monte Carlo Tree Search (MCTS)

The Exact architecture can be found in Nets.py

The Graph Below shows how the Networks Perform Compared to their previous networks, during training:

This graph implies that, except for network number 5 (compared to network number 4), there was an improvement every network.