2 papers
cs.LG2024
Using Neural Networks for Data Cleaning in Weather Datasets
Jack R. P. Hanslope, Laurence Aitchison
In climate science, we often want to compare across different datasets. Difficulties can arise in doing this due to inevitable mismatches that arise between observational and reana…
cs.LG2023
Imitating careful experts to avoid catastrophic events
Jack R. P. Hanslope, Laurence Aitchison
RL is increasingly being used to control robotic systems that interact closely with humans. This interaction raises the problem of safe RL: how to ensure that a RL-controlled robot…