RadGrad: Active learning with loss gradients

Paul Budnarain, Renato Ferreira Pinto Junior, Ilan Kogan

Solving sequential decision prediction problems, including those in imitation learning settings, requires mitigating the problem of covariate shift. The standard approach, DAgger,…