Overview
My research is focused on the development and analysis of sequential decision models in complex domains. In many real life settings such as healthcare and education, problems arise which require sequentially selecting actions, such a drugs or questions, receiving feedback on these actions, and using this to inform future decisions.
Some examples of sequential decision problems I am interested in include the multi-armed bandit problem, online optimization and reinforcement learning.