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Opportunities for Adaptive Experiments to Enable Continuous Improvement that Trades-off Instructor and Researcher Incentives
In adaptive experiments, as different arms/conditions are deployed to students, data is analyzed and used to change the experience for future students.
Using Adaptive Experiments to Rapidly Help Students
Adaptive experiments can increase the chance that current students obtain better outcomes from a field experiment of an instructional intervention.
Increasing Students' Engagement to Reminder Emails Through Multi-Armed Bandits
We highlight problems with these adaptive algorithms - such as possible exploitation of an arm when there is no significant difference - and address their causes and consequences.
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