Towards automatic experimentation of educational knowledge

  title={Towards automatic experimentation of educational knowledge},
  author={Yun-En Liu and Travis Mandel and Emma Brunskill and Zoran Popovic},
We present a general automatic experimentation and hypothesis generation framework that utilizes a large set of users to explore the effects of different parts of an intervention parameter space on any objective function. We also incorporate importance sampling, allowing us to run these automatic experiments even if we cannot give out the exact intervention distributions that we want. To show the utility of this framework, we present an implementation in the domain of fractions and numberlines… CONTINUE READING
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