Reinforcement learning for optimal error correction of toric codes

DOI10.1016/j.physleta.2020.126353zbMath1448.68384arXiv1911.02308OpenAlexW3009683345MaRDI QIDQ2213126

Laia Domingo Colomer, Michalis Skotiniotis, Ramon Muñoz-Tapia

Publication date: 30 November 2020

Published in: Physics Letters. A (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1911.02308

zbMATH Keywords

neural networksreinforcement learningerror correctiontoric code

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Decoding (94B35) Computational stability and error-correcting codes for quantum computation and communication processing (81P73)

Related Items (1)

Target-generating quantum error correction coding scheme based on generative confrontation network

Uses Software

• Blossom IV

Cites Work

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• Quantum computations on a topologically encoded qubit
• Information and computation: Classical and quantum aspects
• An Efficient Implementation of Edmonds' Algorithm for Maximum Matching on Graphs
• Computing Minimum-Weight Perfect Matchings
• Topological quantum memory
• Paths, Trees, and Flowers
• Cellular automaton decoders of topological quantum memories in the fault tolerant setting

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