Realizing a deep reinforcement learning agent for real-time quantum feedback

Real-time quantum error correction beyond break-even

(2023) V. V. Sivak et al.   NATURE

Magnetic control of tokamak plasmas through deep reinforcement learning

(2022) Jonas Degrave et al.   NATURE

Deep-Neural-Network Discrimination of Multiplexed Superconducting-Qubit States

(2022) Benjamin Lienhard et al.   Physical Review Applied

Experimentally realizing efficient quantum control with reinforcement learning

(2022) Ming-Zhong Ai et al.   Science China-Physics Mechanics & Astronomy

Deep reinforcement learning for self-tuning laser source of dissipative solitons

(2022) Evgeny Kuprikov et al.   Scientific Reports

Deep reinforcement with spectrum series learning control for a mode-locked fiber laser

(2022) Zhan Li et al.   Photonics Research

Deep Reinforcement Learning for Quantum Hamiltonian Engineering

(2022) Pai Peng et al.   Physical Review Applied

Deep Reinforcement Learning for Quantum State Preparation with Weak Nonlinear Measurements

(2022) Riccardo Porotti et al.   Quantum

Faster State Preparation across Quantum Phase Transition Assisted by Reinforcement Learning

(2021) Shuai-Feng Guo et al.   PHYSICAL REVIEW LETTERS

Circuit quantum electrodynamics

(2021) Alexandre Blais et al.   REVIEWS OF MODERN PHYSICS

Reinforcement learning with artificial microswimmers

(2021) S. Muiños-Landin et al.   Science Robotics

Low-latency deep-reinforcement learning algorithm for ultrafast fiber lasers

(2021) Qiuquan Yan et al.   Photonics Research

Deep reinforcement learning for efficient measurement of quantum devices

(2021) V. Nguyen et al.   npj Quantum Information

Measurement-Based Feedback Quantum Control with Deep Reinforcement Learning for a Double-Well Nonlinear Potential

(2021) Sangkha Borah et al.   PHYSICAL REVIEW LETTERS

Topological Quantum Compiling with Reinforcement Learning

(2020) Yuan-Hang Zhang et al.   PHYSICAL REVIEW LETTERS

Autonomous navigation of stratospheric balloons using reinforcement learning

(2020) Marc G. Bellemare et al.   NATURE

Sample-efficient reinforcement learning for CERN accelerator control

(2020) Verena Kain et al.   Physical Review Accelerators and Beams

Universal quantum control through deep reinforcement learning

(2019) Murphy Yuezhen Niu et al.   npj Quantum Information

Deep reinforcement learning for coherent beam combining applications

(2019) Henrik Tünnermann et al.   OPTICS EXPRESS

Entanglement stabilization using ancilla-based parity detection and real-time feedback in superconducting circuits

(2019) Christian Kraglund Andersen et al.   npj Quantum Information

Machine learning and the physical sciences

(2019) Giuseppe Carleo et al.   REVIEWS OF MODERN PHYSICS

Low-Latency Digital Signal Processing for Feedback and Feedforward in Quantum Computing and Communication

(2018) Yves Salathé et al.   Physical Review Applied

Deterministic teleportation of a quantum gate between two logical qubits

(2018) Kevin S. Chou et al.   NATURE

Fast and Unconditional All-Microwave Reset of a Superconducting Qubit

(2018) P. Magnard et al.   PHYSICAL REVIEW LETTERS

Repeated multi-qubit readout and feedback with a mixed-species trapped-ion register

(2018) V. Negnevitsky et al.   NATURE

Quantum feedback: Theory, experiments, and applications

(2017) Jing Zhang et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Rapid High-Fidelity Single-Shot Dispersive Readout of Superconducting Qubits

(2017) T. Walter et al.   Physical Review Applied

Quantum dynamics of simultaneously measured non-commuting observables

(2016) Shay Hacohen-Gourgy et al.   NATURE

Extending the lifetime of a quantum bit with error correction in superconducting circuits

(2016) Nissim Ofek et al.   NATURE

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

(2016) David Silver et al.   NATURE

Machine Learning for Discriminating Quantum Measurement Trajectories and Improving Readout

(2015) Easwar Magesan et al.   PHYSICAL REVIEW LETTERS

Reinforcement learning in robotics: A survey

(2013) Jens Kober et al.   INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH

Deterministic quantum teleportation with feed-forward in a solid state system

(2013) L. Steffen et al.   NATURE

Fidelity-Based Probabilistic Q-Learning for Control of Quantum Systems

(2013) Chunlin Chen et al.   IEEE Transactions on Neural Networks and Learning Systems

Feedback Control of a Solid-State Qubit Using High-Fidelity Projective Measurement

(2012) D. Ristè et al.   PHYSICAL REVIEW LETTERS