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Zhi-Han, Yang; Zhang, Shiyue; Rafferty, Anna N. – International Educational Data Mining Society, 2022
Online educational technologies facilitate pedagogical experimentation, but typical experimental designs assign a fixed proportion of students to each condition, even if early results suggest some are ineffective. Experimental designs using multi-armed bandit (MAB) algorithms vary the probability of condition assignment for a new student based on…
Descriptors: Algorithms, Educational Experiments, Design, Simulation