Model-Free Quantum Control with Reinforcement Learning
Volodymyr Sivak, Alec Eickbusch, Henry C. Liu, Baptiste Royer, Ioannis Tsioutsios, Michel Devoret
Abstract
A machine-learning agent learns how to control a quantum system---a key element of any quantum technology without any prior knowledge---by studying how a real quantum system responds to various actions.
Topics & Concepts
Reinforcement learningComputer scienceQuantumKey (lock)Control (management)Element (criminal law)Quantum computerArtificial intelligenceQuantum mechanicsPhysicsComputer securityLawPolitical scienceQuantum Computing Algorithms and ArchitectureQuantum Information and CryptographyQuantum Mechanics and Applications