WebApp that implements AlphaZero, an exciting and novel Reinforcement Learning Algorithm, used to beat world-champions in games like Go and Chess. In this WebApp, AlphaZero was trained to play the Dots and Boxes game. This WebApp was written for this Medium blog post.