Reinforcement learning for optimal error correction of toric codes

Laia Domingo Colomer, Michalis Skotiniotis, Ramon Muñoz-Tapia

We apply deep reinforcement learning techniques to design high threshold decoders for the toric code under uncorrelated noise. By rewarding the agent only if the decoding procedure…