Solve the Rubik's Cube Using Deep Learning
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Solution:
Scramble
Solve!
Use the mouse to turn the cube.
Turn the faces with the U/D/L/R/B/F keys.
Hold shift to turn faces couter-clockwise.
Press scramble to randomly scramble the cube.
Press solve to solve the cube using deep learning!
Code (Latest) - Code (Original)
If you find this research useful to your work, please cite the following papers: Solving the Rubik's Cube with Deep Reinforcement Learning and Search Forest Agostinelli*, Stephen McAleer*, Alexander Shmakov*, Pierre Baldi Nature Machine Intelligence , Volume 12019
Solving the Rubik's Cube with Approximate Policy Iteration Stephen McAleer*, Forest Agostinelli*, Alexander Shmakov*, Pierre Baldi In Proceedings of the 7th International Conference on Learning Representations (ICLR) 2019
Note: For ease of maintenance, this updated version solves the cube using CPUs instead of a GPU.
Therefore, solve times will be around 20 seconds instead of 1 second.