Experimental quantum speed-up in reinforcement learning agents

V. Saggio; B. E. Asenbeck; A. Hamann; T. Strömberg; P. Schiansky; V. Dunjko; N. Friis; N. C. Harris; M. Hochberg; D. Englund; S. Wölk; H. J. Briegel; P. Walther

doi:10.1038/s41586-021-03242-7

Experimental quantum speed-up in reinforcement learning agents

V. Saggio (Corresponding author), B. E. Asenbeck, A. Hamann, T. Strömberg, P. Schiansky, V. Dunjko, N. Friis, N. C. Harris, M. Hochberg, D. Englund, S. Wölk, H. J. Briegel, P. Walther (Corresponding author)

Quantum Optics, Quantum Nanophysics and Quantum Information

Publications: Contribution to journal › Article › Peer Reviewed

Original language	English
Pages (from-to)	229-233
Number of pages	5
Journal	Nature
Volume	591
Issue number	7849
DOIs	https://doi.org/10.1038/s41586-021-03242-7
Publication status	Published - 11 Mar 2021

Austrian Fields of Science 2012

103025 Quantum mechanics
102019 Machine learning

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10.1038/s41586-021-03242-7

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title = "Experimental quantum speed-up in reinforcement learning agents",

author = "V. Saggio and Asenbeck, {B. E.} and A. Hamann and T. Str{\"o}mberg and P. Schiansky and V. Dunjko and N. Friis and Harris, {N. C.} and M. Hochberg and D. Englund and S. W{\"o}lk and Briegel, {H. J.} and P. Walther",

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T1 - Experimental quantum speed-up in reinforcement learning agents

AU - Saggio, V.

AU - Asenbeck, B. E.

AU - Hamann, A.

AU - Strömberg, T.

AU - Schiansky, P.

AU - Dunjko, V.

AU - Friis, N.

AU - Harris, N. C.

AU - Hochberg, M.

AU - Englund, D.

AU - Wölk, S.

AU - Briegel, H. J.

AU - Walther, P.

PY - 2021/3/11

Y1 - 2021/3/11

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U2 - 10.1038/s41586-021-03242-7

DO - 10.1038/s41586-021-03242-7

M3 - Article

VL - 591

SP - 229

EP - 233

JO - Nature

JF - Nature

SN - 0028-0836

IS - 7849

ER -

Experimental quantum speed-up in reinforcement learning agents

Austrian Fields of Science 2012

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Applications and Hardware for Photonic Quantum Information Processing

Multiphotonen-Experimente mit Halbleiterquantenpunkten

Beyond C: Quantum Information Systems Beyond Classical Capabilities

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Experimental quantum speed-up in reinforcement learning agents

Austrian Fields of Science 2012

Access to Document

Other files and links

Projects

Applications and Hardware for Photonic Quantum Information Processing

Multiphotonen-Experimente mit Halbleiterquantenpunkten

Beyond C: Quantum Information Systems Beyond Classical Capabilities

Cite this