CONTROL SUPPORT DEVICE, APPARATUS CONTROL DEVICE, CONTROL SUPPORT METHOD, RECORDING MEDIUM, LEARNED MODEL FOR CAUSING COMPUTER TO FUNCTION, AND METHOD OF GENERATING LEARNED MODEL

A control support device which supports control of an apparatus by using a learned model by machine learning, includes: a data acquisition unit acquiring an input/output data set which are data relating to an internal or external state of the apparatus and including input parameters and an output parameter of the learned model; a learning unit generating a learned model by performing the machine learning using the input/output data set acquired by the data acquisition unit; and a determination unit determining a learned model which is to be used for the control from among a plurality of learned models, which include a learned model having been completely generated and can be used for the control, based on the input parameters acquired by the data acquisition unit and a learning situation of the machine learning in the learning unit.