Author:Ranchod, P; Rosman, Benjamin S; Konidaris, GDate:Oct 2015We present a method for segmenting a set of unstructured demonstration trajectories to discover reusable skills using inverse reinforcement learning (IRL). Each skill is characterised by a latent reward function which the demonstrator is ...Read more
Author:Perlow, J; Rosman, Benjamin S; Hayes, B; Ranchod, PDate:Nov 2017An important step in the construction of novel objects is the ability to recognise combinations of raw materials which are likely to be useful. We aim to exploit the intuition that the visual characteristics of candidate raw materials provide ...Read more