Active learning machine learns to create new quantum experiments

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Active learning machine learns to create new quantum experiments

2 June 2017

Hendrik Poulsen Nautrup

Hans J. Briegel

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Papers citing "Active learning machine learns to create new quantum experiments"

13 / 63 papers shown

Title
Reinforcement Learning Decoders for Fault-Tolerant Quantum Computation R. Sweke Markus S. Kesselring E. van Nieuwenburg Jens Eisert AI4CE LRM 74 111 0 16 Oct 2018
Discovering physical concepts with neural networks Raban Iten Tony Metger H. Wilming L. D. Rio R. Renner PINN AI4CE 131 391 0 26 Jul 2018
Deep learning the high variability and randomness inside multimode fibres Pengfei Fan Tianrui Zhao Lei Su 31 76 0 18 Jul 2018
A Generative Model for Inverse Design of Metamaterials Zhaocheng Liu Dayu Zhu S. Rodrigues Kyu-Tae Lee W. Cai 73 532 0 25 May 2018
Benchmarking projective simulation in navigation problems A. Melnikov A. Makmal Hans J. Briegel 59 19 0 23 Apr 2018
A high-bias, low-variance introduction to Machine Learning for physicists Pankaj Mehta Marin Bukov Ching-Hao Wang A. G. Day C. Richardson Charles K. Fisher D. Schwab AI4CE 133 885 0 23 Mar 2018
Taking gradients through experiments: LSTMs and memory proximal policy optimization for black-box quantum control Moritz August José Miguel Hernández-Lobato 73 41 0 12 Feb 2018
Enhanced Quantum Synchronization via Quantum Machine Learning F. A. Cárdenas-López M. Sanz J. C. Retamal Enrique Solano 34 12 0 25 Sep 2017
Quantum autoencoders via quantum adders with genetic algorithms L. Lamata U. Alvarez-Rodriguez J. Martín-Guerrero M. Sanz Enrique Solano 103 76 0 21 Sep 2017
$Machine learning \& artificial intelligence in the quantum domain$ Machine learning \& artificial intelligence in the quantum domain Vedran Dunjko Hans J. Briegel 99 347 0 08 Sep 2017
Speeding-up the decision making of a learning agent using an ion trap quantum processor T. Sriarunothai S. Wölk G. Giri N. Friis Vedran Dunjko Hans J. Briegel C. Wunderlich 114 40 0 05 Sep 2017
A Projective Simulation Scheme for Partially-Observable Multi-Agent Systems Rasoul Kheiri 52 0 0 29 Oct 2016
Projective simulation with generalization A. Melnikov A. Makmal Vedran Dunjko Hans J. Briegel 98 42 0 09 Apr 2015