Learning a Representation Map for Robot Navigation using Deep Variational Autoencoder

1 code implementation • 5 Jul 2018 • Kaixin Hu, Peter O'Connor

For the navigation problem, we map the starting image and destination image to the latent space, then optimize a path on the learned manifold connecting the two points, and finally map the path back through decoder to a sequence of images.

Robot Navigation