Optimizing Instructional Policies

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Machine Teaching: An Inverse Problem to Machine Learning and an Approach Toward Optimal Education (2015, background): “The systems can make point evaluation of f at some input D , and aim to maximize f based on such evaluations, see e.g. (Lindsey et al. 2013).”
Teacher Improves Learning by Selecting a Training Subset (2018, background): “Machine teaching applications include education [14, 33, 39, 27, 13, 34], computer security [2, 1, 32], and interactive machine learning [40, 12, 24].”
Optimal Teaching for Limited-Capacity Human Learners (2014, background): “Such a result would establish a conceptual link between idealization manipulations from psychology and optimal teaching procedures from machine learning [7, 6, 8, 2, 9, 10, 11].”
An Overview of Machine Teaching (2018, methodology): “Behavioral experiments have also been employed within large scale MOOCs and intelligent tutoring systems; see [48] and [25] for more discussion.”