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Bulletin of the American Physical Society
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Published on Nov 29, 2018in Bulletin of the American Physical Society
Philip Andreasson1
Estimated H-index: 1
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Joel Johansson1
Estimated H-index: 1
+ 1 AuthorsMats Granath1
Estimated H-index: 1
We implement a quantum error correction algorithm for bit-flip errors on the topological toric code using deep reinforcement learning. An action-value Q-function encodes the discounted value of moving a defect to a neighboring site on the square grid (the action) depending on the full set of defects on the torus (the syndrome or state). The Q-function is represented by a deep convolutional neural network. Using the translational invariance on the torus allows for viewing each defect from a centr...
Published on Mar 24, 2018in Bulletin of the American Physical Society
Shiyi Liu3
Estimated H-index: 3
,
Max L. Tietze13
Estimated H-index: 13
+ 3 AuthorsBjörn Lüssem36
Estimated H-index: 36
Published on Jun 21, 2019in Bulletin of the American Physical Society
Brian Henderson1
Estimated H-index: 1
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Mohamed Zaghoo3
Estimated H-index: 3
+ 11 AuthorsM. G. Gorman2
Estimated H-index: 2
Claudiu A. Stan14
Estimated H-index: 14
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G. Blaj8
Estimated H-index: 8
+ 6 AuthorsSébastien Boutet46
Estimated H-index: 46
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