International Business Machines Corporation

James John Raftery

Naoki Kanazawa

Mattias Fitzpatrick

Haggai Landa

Techniques for enhanced calibration and performance of quantum computers are presented. A monitoring job component can execute monitoring jobs on a quantum computer. A modeler component can determine respective quantum computer system state parameter values at a given time based on parameter values at respective time instances, the parameter values determined from output data generated by the quantum computer in response to execution of the monitoring jobs. A calibration agent can determine a calibration strategy relating to ordering of performance of calibration tasks to calibrate at least one parameter associated with the quantum computer based on the quantum computer system state parameter values. Calibration agent can determine a reward relating to benefits and costs associated with performing calibrations of quantum computers, and, based on the reward, can update a calibration policy that can be used to determine or update the calibration strategy for calibrating parameters associated with quantum computers.

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Ridgefield, CT, United States of America

James John Raftery