ELMP: Efficient Learning for Motion Planning via Analytical Policy Gradients

Yixiao Li, Tifanny Portela, Jordis Herrmann +2

Neural Motion Planners (NMPs) enable fast reactive motion generation, but adapting them to new environments typically requires recollecting large expert datasets, which is computat…