Learning Options from Demonstration using Skill Segmentation

Matthew Cockcroft, Shahil Mawjee, Steven James +1

We present a method for learning options from segmented demonstration trajectories. The trajectories are first segmented into skills using nonparametric Bayesian clustering and a r…