Abstract

I am going to try to come up with God's algorithm for the Rubik's cube.

Results

After ~10 hours of training on a K80, the model gets down to a loss of 1.356. The stats program outputs stats like the following:

1 moves: 100 %
2 moves: 100 %
3 moves: 100 %
4 moves: 100 %
5 moves: 100 %
6 moves: 97.45454545454545 %
7 moves: 85.89090909090909 %
8 moves: 67.34545454545454 %
9 moves: 41.45454545454545 %
10 moves: 23.854545454545452 %
11 moves: 10.181818181818182 %
12 moves: 3.854545454545454 %
13 moves: 2.4727272727272727 %
14 moves: 1.090909090909091 %
15 moves: 0.2181818181818182 %
16 moves: 0.14545454545454545 %

Results after more training pending.