Generating Stable and Collision-Free Policies through Lyapunov Function Learning

Alexandre Coulombe, Hsiu-Chin Lin

The need for rapid and reliable robot deployment is on the rise. Imitation Learning (IL) has become popular for producing motion planning policies from a set of demonstrations. How…