Adjunct Assistant Professor of Management Science and Operations
PhD (Imperial College London) MSc (Birkbeck, University of London) BSc (Loughborough University)
Ekaterina Abramova holds a PhD in Artificial Intelligence and Machine Learning from Imperial College London, an MSc in Financial Engineering from Birkbeck University of London, and a BSc in Chemistry with Forensic Analysis from Loughborough University. Her research specialises in the reinforcement learning branch of machine learning, with a particular focus on solving nonlinear optimal control problems. Additionally she is interested in python programming, algorithmic trading, statistics and the application of machine learning and econometric techniques to financial data analysis and forecasting. Her work has been included in various journals including Multidisciplinary Digital Publishing Institute (MDPI) Energies, European Workshop on Reinforcement Learning (EWRL) and Imperial College Computing Student Workshop (ICCSW).
Abramova E; Bunn D W
Energies 2021 Vol 14:16 p e4931
Abramova E; Bunn D
Energies 2020 Vol 13:3 p 687
Abramova E; Dickens L; Kuhn D; Faisal A
Journal of Machine Learning Research 2012 Vol 1-10
Abramova E; Kuhn D; Faisal A
Proceedings of ICCSW ‘11 September 29th–30th 2011, London UK
Our teaching offering is updated annually. Faculty and programme material are subject to change.
A key part of our Masters programmes curriculum.View courses Show less
Optional courses providing a deep dive into specialist areas.View electives Show less