Policy Learning on YOUMI LAB https://youmilab.ai/tags/policy-learning/ Recent content in Policy Learning on YOUMI LAB Hugo -- 0.141.0 en-us Optimal Treatment Regimes for Personalized Education https://youmilab.ai/research/otr/ Mon, 01 Jan 0001 00:00:00 +0000 https://youmilab.ai/research/otr/ <p>This project aims to design personalized, data-driven policy recommendations for education programs, for example, math course-taking plans in high school. We leverage recent advances in personalized medicine, known as optimal (dynamic) treatment regimes, to recommend the best treatment option for each individual in a way that maximizes a desirable educational outcome. In addition to optimizing utility, we incorporate critical considerations such as feasibility, interpretability, and fairness into the recommendation models.</p>