Sampling-Based Learning Control of Quantum Systems with Uncertainties

Abstract

This chapter presents results on enhancing robustness of quantum systems with uncertainties using the sampling-based learning control (SLC) method. In Sect. 4.2, the SLCSampling-based learning control method is applied to state control of superconducting qubitsQubit, robust control of photoassociationPhotoassociation of O+H and synchronizing a laser with molecules for charge transfer $$^\text {a}$$ , $$^\text {b}$$ , $$^\text {c}$$ . Robust control based on SLC and b-GRAPE is presented for generating quantum gatesQuantum gate in Sect. 4.3 and SLC of open quantum systems is investigated in Sect. 4.4 $$^\text {d}$$ .