Tobias Loew

PROMPT: Probabilistic Motion Primitives based Trajectory Planning

We present a novel approach to motion planning for autonomous ground vehicles by formulating motion primitives as probabilistic distributions of trajectories (aka probabilistic motion primitives - ProMP) and performing stochastic optimisation on them for finding an optimal path. We show that compar…