Improving the dynamics of quantum sensors with reinforcement learning
Improving the dynamics of quantum sensors with reinforcement learning
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Publisher
Bristol: IOP Publishing
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Language
English
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Publisher
Bristol: IOP Publishing
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Scope and Contents
Contents
Recently proposed quantum-chaotic sensors achieve quantum enhancements in measurement precision by applying nonlinear control pulses to the dynamics of the quantum sensor while using classical initial states that are easy to prepare. Here, we use the cross-entropy method of reinforcement learning (RL) to optimize the strength and position of contro...
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Full title
Improving the dynamics of quantum sensors with reinforcement learning
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TN_cdi_proquest_journals_2404374780
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2404374780
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ISSN
1367-2630
E-ISSN
1367-2630
DOI
10.1088/1367-2630/ab6f1f