Fast Non-Parametric Heteroscedastic Imitation Learning With Geometric Priors

Maximilian Mühlbauer, Arne Sachtler, Markus Knauer +4

When learning probabilistic policies from human demonstrations, data-efficient learning and fast adaptations to new scenarios are key requirements. One popular way to achieve intui…