../research-interests

research interests

I'm a research assistant in the AI for Cyber Defence (AICD) Lab at the Alan Turing Institute, advised by Chris Hicks and Vasilious Mavroudis. Our lab aims to solve computer security and privacy problems using autonomous decision making, a goal which requires cooperation between human operators and autonomous systems.

Consequently, my research focuses on human-machine teaming, or cooperative AI, and sits at the intersection of game theory and multi-agent reinforcement learning. Currently, I'm focused on using elements of game theory, such as social dilemmas, to model and improve cooperation between machines (deep reinforcement learning agents) and people.

Prior to joining AICD, I got my bachelors in discrete mathematics at Warwick and worked on graph learning for my undergraduate dissertation. I was fortunate to be advised by Prof. Long Tran-Thanh at Warwick along with Bryan Perozzi, John Palowitch and Anton Tsitsulin at Google Research to work on their GNN-benchmarking suite, GraphWorld.