Citation:
mbskillseg.pdf | 745 KB |
Abstract:
We propose an approach to control learning from demonstration that first segments demonstration trajectories to identify subgoals, then uses model-based con- trol methods to sequentially reach these subgoals to solve the overall task. Using this approach, we show that a mobile robot is able to solve a combined navigation and manipulation task robustly after observing only a single successful trajectory.