Active learning machine learns to create new quantum experiments

Machine learning: New tool in the box

(2017) Lenka Zdeborová   Nature Physics

Learning phase transitions by confusion

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Machine learning phases of matter

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Orbital angular momentum of photons and the entanglement of Laguerre–Gaussian modes

(2017) Mario Krenn et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Quantum Experiments and Graphs: Multiparty States as Coherent Superpositions of Perfect Matchings

(2017) Mario Krenn et al.   PHYSICAL REVIEW LETTERS

Entanglement by Path Identity

(2017) Mario Krenn et al.   PHYSICAL REVIEW LETTERS

High-Dimensional Single-Photon Quantum Gates: Concepts and Experiments

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Solving the quantum many-body problem with artificial neural networks

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Projective simulation with generalization

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Mastering the game of Go with deep neural networks and tree search

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Multi-photon entanglement in high dimensions

(2016) Mehul Malik et al.   Nature Photonics

Cyclic transformation of orbital angular momentum modes

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Automated Search for new Quantum Experiments

(2016) Mario Krenn et al.   PHYSICAL REVIEW LETTERS

Observation of Four-Photon Orbital Angular Momentum Entanglement

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Meta-learning within Projective Simulation

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Engineering two-photon high-dimensional states through quantum interference

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Quantum teleportation of multiple degrees of freedom of a single photon

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Human-level control through deep reinforcement learning

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Projective Simulation for Classical Learning Agents: A Comprehensive Investigation

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Quantum-enhanced deliberation of learning agents using trapped ions

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Machine learning: Trends, perspectives, and prospects

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Coherent controlization using superconducting qubits

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Experimental demonstration of Klyshko’s advanced-wave picture using a coincidence-count based, camera-enabled imaging system

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Rotational covariance and Greenberger-Horne-Zeilinger theorems for three or more particles of any dimension

(2014) Jay Lawrence   PHYSICAL REVIEW A

Generation and confirmation of a (100 x 100)-dimensional entangled quantum system

(2014) M. Krenn et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Entropy vector formalism and the structure of multidimensional entanglement in multipartite systems

(2013) Marcus Huber et al.   PHYSICAL REVIEW A

Structure of Multidimensional Entanglement in Multipartite Systems

(2013) Marcus Huber et al.   PHYSICAL REVIEW LETTERS

Multiphoton entanglement and interferometry

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Projective simulation for artificial intelligence

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On creative machines and the physical origins of freedom

(2012) Hans J. Briegel   Scientific Reports

Experimental high-dimensional two-photon entanglement and violations of generalized Bell inequalities

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Tomography of the quantum state of photons entangled in high dimensions

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Quantum entanglement

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The security of practical quantum key distribution

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The Automation of Science

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Distilling Free-Form Natural Laws from Experimental Data

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Entanglement in many-body systems

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