Solving Rubik's Cube Without Tricky Sampling

Yicheng Lin, Siyu Liang

The Rubiks Cube, with its vast state space and sparse reward structure, presents a significant challenge for reinforcement learning (RL) due to the difficulty of reaching rewarded…