Robot Obstacle Avoidance Learning Based on Mixture Models

Figure 7

Trajectory encoding and retrieval using GMM and GMR for task 1. (a) represents model encoding with GMM. Ellipse in dark blue represents projections of Gaussian components. (b) represents general trajectory generated by GMR. Shades in red color represent generation region.

(a)

(b)