An operational parameter value learning device according to one embodiment learns an operational parameter value of a device for each of users. A calculator is configured to calculate a duration time during which the device is estimated to have operated at each operational parameter value for each of the users based on history information including at least one of: behavior states of the users, an environmental state, and an operational state of the device. A selector is configured to calculate a continuation probability feature amount according to which the device continues an operation at each operational parameter value in each duration time for each of the users on a basis of the duration time calculated by calculator and selects the operational parameter value based on the calculated continuation probability feature amount.
展开▼