Variational Autoencoder-Based Vehicle Trajectory Prediction with an Interpretable Latent Space

Marion Neumeier, Andreas Tollkühn, Thomas Berberich +1

This paper introduces the Descriptive Variational Autoencoder (DVAE), an unsupervised and end-to-end trainable neural network for predicting vehicle trajectories that provides part…