MACHINE LEARNING DATA GENERATION DEVICE, MACHINE LEARNING DEVICE, WORK SYSTEM, COMPUTER PROGRAM, MACHINE LEARNING DATA GENERATION METHOD, AND METHOD FOR MANUFACTURING WORK MACHINE

Provided is a machine learning data generation device including: a virtual sensor input generator configured to generate a virtual sensor input, which is obtained by virtually generating a sensor input obtained as a result of performing sensing, by a sensor of a work machine, on a plurality of randomly piled subjects to be subjected to physical work by an operating machine of the work machine; a virtual operation command generator configured to generate a virtual operation command, which is obtained by virtually generating an operation command for the operating machine of the work machine; a virtual operation outcome evaluator configured to evaluate an outcome of the physical work in response to the virtual operation command in a virtual space; and a machine learning data generator configured to generate machine learning data based on the virtual sensor input, the virtual operation command, and the evaluation of the virtual operation outcome evaluator.