Simultaneous discovery of quantum error correction codes and encoders with a noise-aware reinforcement learning agent

Abstract In the ongoing race towards experimental implementations of quantum error correction (QEC), finding ways to automatically discover codes and encoding strategies tailored to the qubit hardware platform is emerging as a critical problem. Reinforcement learning (RL) has been identified as a pr...

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Bibliographic Details
Main Authors: Jan Olle, Remmy Zen, Matteo Puviani, Florian Marquardt
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:npj Quantum Information
Online Access:https://doi.org/10.1038/s41534-024-00920-y
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