[Discussion] Solving a Rubik's Cube using a Simple ConvNet • r/MachineLearning

Plenty of efficient algorithms exist to solve a rubik's cube. I was curious to find out if a neural net could learn how to solve a cube in the most "efficient" way, by solving the cube in less than 20 moves, i.e god's number. This is a very naive solution, to start as a proof of concept. I used a 2 layer neural net: 1 convnet layer and 1 feedforward layer. The input is the state of the cube to be solved.