Machine learning device, control device, and machine learning method

A machine learning device configured to perform machine learning related to optimization of a compensation value of a compensation generation unit with respect to a servo control device that includes the compensation generation unit configured to generate a compensation value to be applied to a control command for controlling a servo motor configured to drive an axis of a machine tool, a robot, or an industrial machine and a limiting unit configured to limit the compensation value or the control command to which the compensation value is added so as to fall within a setting range, wherein

• during a machine learning operation, when the compensation value or the control command to which the compensation value is added is outside the setting range and the limiting unit limits the compensation value or the control command to which the compensation value is added so as to fall within the setting range, the machine learning device applies the compensation value to the learning and continues with a new search to optimize the compensation value generated by the compensation generation unit.