Universal quantum control through deep reinforcement learning

Glassy Phase of Optimal Quantum Control

(2019) Alexandre G. R. Day et al.   PHYSICAL REVIEW LETTERS

Characterizing quantum supremacy in near-term devices

(2018) Sergio Boixo et al.   Nature Physics

Quantum Simulation of Electronic Structure with Linear Depth and Connectivity

(2018) Ian D. Kivlichan et al.   PHYSICAL REVIEW LETTERS

A blueprint for demonstrating quantum supremacy with superconducting qubits

(2018) C. Neill et al.   SCIENCE

Quantum Algorithms to Simulate Many-Body Physics of Correlated Fermions

(2018) Zhang Jiang et al.   Physical Review Applied

Fluctuations of Energy-Relaxation Times in Superconducting Qubits

(2018) P. V. Klimov et al.   PHYSICAL REVIEW LETTERS

Learning in quantum control: High-dimensional global optimization for noisy quantum dynamics

(2017) Pantita Palittapongarnpim et al.   NEUROCOMPUTING

Robust Learning Control Design for Quantum Unitary Transformations

(2017) Chengzhi Wu et al.   IEEE Transactions on Cybernetics

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

(2016) David Silver et al.   NATURE

Robust characterization of leakage errors

(2016) Joel J Wallman et al.   NEW JOURNAL OF PHYSICS

Designing High-Fidelity Single-Shot Three-Qubit Gates: A Machine-Learning Approach

(2016) Ehsan Zahedinejad et al.   Physical Review Applied

Learning robust pulses for generating universal quantum gates

(2016) Daoyi Dong et al.   Scientific Reports

Bounding quantum gate error rate based on reported average fidelity

(2015) Yuval R Sanders et al.   NEW JOURNAL OF PHYSICS

Leakage-resilient approach to fault-tolerant quantum computing with superconducting elements

(2015) Joydip Ghosh et al.   PHYSICAL REVIEW A

Progress towards practical quantum variational algorithms

(2015) Dave Wecker et al.   PHYSICAL REVIEW A

High-Fidelity Single-Shot Toffoli Gate via Quantum Control

(2015) Ehsan Zahedinejad et al.   PHYSICAL REVIEW LETTERS

Superconducting quantum circuits at the surface code threshold for fault tolerance

(2014) R. Barends et al.   NATURE

Characterization of control noise effects in optimal quantum unitary dynamics

(2014) David Hocker et al.   PHYSICAL REVIEW A

Fast adiabatic qubit gates using onlyσzcontrol

(2014) John M. Martinis et al.   PHYSICAL REVIEW A

Qubit Architecture with High Coherence and Fast Tunable Coupling

(2014) Yu Chen et al.   PHYSICAL REVIEW LETTERS

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

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

Optimally robust shortcuts to population inversion in two-level quantum systems

(2012) A Ruschhaupt et al.   NEW JOURNAL OF PHYSICS

Analytic control methods for high-fidelity unitary operations in a weakly nonlinear oscillator

(2011) J. M. Gambetta et al.   PHYSICAL REVIEW A

Scalable and Robust Randomized Benchmarking of Quantum Processes

(2011) Easwar Magesan et al.   PHYSICAL REVIEW LETTERS

Quantum control theory and applications: a survey

(2010) D. Dong et al.   IET Control Theory and Applications

Simple Pulses for Elimination of Leakage in Weakly Nonlinear Qubits

(2009) F. Motzoi et al.   PHYSICAL REVIEW LETTERS

On the relationship between quantum control landscape structure and optimization complexity

(2008) Katharine Moore et al.   JOURNAL OF CHEMICAL PHYSICS