Meta-active Learning in Probabilistically-Safe Optimization

no code implementations • 7 Jul 2020 • Mariah L. Schrum, Mark Connolly, Eric Cole, Mihir Ghetiya, Robert Gross, Matthew C. Gombolay

Learning to control a safety-critical system with latent dynamics (e. g. for deep brain stimulation) requires taking calculated risks to gain information as efficiently as possible.

Active Learning Meta-Learning