Designing Quantum Error Correcting Codes to fit decoders via Reinforcement Learning

Omer S. Sella, Robert Pinsler, Thomas Heinis

We present a reinforcement learning (RL) approach to the co-design of stabilizer sets of Quantum Error Correcting Codes (QECCs) and decoders. We show how to produce a generative mo…