Raising Student Completion Rates with Adaptive Curriculum and Contextual Bandits

Robert Belfer, Ekaterina Kochmar, Iulian Vlad Serban

We present an adaptive learning Intelligent Tutoring System, which uses model-based reinforcement learning in the form of contextual bandits to assign learning activities to studen…