I am a research scientist at DeepMind.

My research interests are in developing robust and verifiable AI systems. In the past, I have worked on algorithms for automated decision making in complex physical, cyber-physical and social systems. In this effort, I draw on tools from a variety of disciplines including stochastic control theory, convex and nonlinear optimization, game theory, economics and machine learning.

A comprehensive list of papers is available here .