Back to Square One: Superhuman Performance in Chutes and Ladders Through Deep Neural Networks and Tree Search

Dylan Ashley, Anssi Kanervisto, Brendan Bennett

We present AlphaChute: a state-of-the-art algorithm that achieves superhuman performance in the ancient game of Chutes and Ladders. We prove that our algorithm converges to the Nas…