Jim Aldon D'Souza

Latent Variable Sequential Set Transformers for Joint Multi-Agent Motion Prediction

Robust multi-agent trajectory prediction is essential for the safe control of robotic systems. A major challenge is to efficiently learn a representation that approximates the true joint distribution of contextual, social, and temporal information to enable planning. We propose Latent Variable Seque…