DrCiara Pike-Burke
Associate Professor in Statistics
Department of Mathematics - Faculty of Natural Sciences
Orcid identifier0000-0002-5847-1193 (opens in a new tab)
- Associate Professor in StatisticsDepartment of Mathematics - Faculty of Natural Sciences
- 020 7594 2976 (Work)
- 522, Huxley Building, South Kensington Campus, United Kingdom
RESEARCH
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.
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.
GRANTS
- EQUIPMENTEPSRC Core Equipment Award 2022Engineering & Physical Science Research Council (E