I am currently doing research on artificial intelligence with FAR AI. My current focus is on RL reward specification from natural language feedback. My general interest is understanding and solving intelligence, and how that relates to learning, knowledge, and interpretability, both for humans and machines.
MASt in Mathematics, 2022
University of Cambridge
BSc in Theoretical Physics, 2021
University College London
imitation provides clean open-source implementations of imitation and reward learning algorithms in PyTorch.
The Contur Oracle is a ML method for testing the compatibility of proposed physics theories with existing experimental data from particle colliders. The technique makes it possible to test physics models that were impossible to probe before, and allows for large-scale testing of new physics theories.
The Contur package allows users to test new models against a bank of LHC measurements. This manual accompanies the first user-facing version, with the hope that external groups will be able to run their own Contur studies.