Exploring Social Posterior Collapse in Variational Autoencoder for Interaction Modeling

Chen Tang, Wei Zhan, Masayoshi Tomizuka

Multi-agent behavior modeling and trajectory forecasting are crucial for the safe navigation of autonomous agents in interactive scenarios. Variational Autoencoder (VAE) has been w…