R-Sweke/DeepQ-Decoding

This repository is intended as a companion to the manuscript Reinforcement Learning Decoders for Fault-Tolerant Quantum Computation. In particular, this repository provides all the tools necessary to reproduce all results presented in the above mentioned paper. Furthermore, it is hoped that this repository may serve as a starting-point for extending these tools and techniques. In this readme, we will provide a summary and walkthrough of all the information contained within the included notebooks. However, we recommend starting by reading the included manuscript Reinforcement Learning Decoders for Fault-Tolerant Quantum Computation. To explore the code used for training and evaluating agents, as well as take a more detailed look at the results, please see the example notebooks.