Web: https://www.reddit.com/r/reinforcementlearning/comments/s9w6zw/solving_a_rubiks_cube_from_scratch/

Jan. 22, 2022, 6:33 a.m. | /u/beautifulduck970f

Reinforcement Learning reddit.com

https://i.redd.it/lfjz74cn6wc61.gif For my final year university project I trained an AI to solve a Rubik's Cube purely using reinforcement learning. This project follows the algorithm written by this paper. http://deepcube.igb.uci.edu/static/files/SolvingTheRubiksCubeWithDeepReinforcementLearningAndSearch_Final.pdf. This algorithm works by first training a neural network to output a guess on the number of moves away from the solved position given an initial scrambled position. This was done using simple value iteration. The training dataset was created on the fly by randomly scrambling cubes with …


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