Adaptive learning in a diverse learning ecosystem

Abstract

A system for training a student to operate an actual machine includes an electronic learning module and a simulation system for simulating operation of the actual machine. An adaptive learning artificial intelligence (ALAI) module receives student performance data to adapt training of the student. The student performance data includes instructor-graded performance results of the student based on the student operating the actual machine, simulation performance results for the student operating a simulated machine in a simulation system that simulates operation of an actual machine and electronic learning content results from an electronic learning module that delivers electronic learning content to a student computing device used by the student. The ALAI module comprises a learner profile module that profiles the student, a training task recommendation module that generates AI-generated recommendations, and an explainability and pedagogical intervention module for displaying on the instructor computing device explanations for the AI-generated recommendations.