Posted on March 10th, 2022 by Aidan Samuels Apple Machine Learning Research: Learning Spatiotemporal Occupancy Grid Maps for Lifelong Navigation in Dynamic Scenes We present a novel method for generating, predicting, and using Spatiotemporal Occupancy Grid Maps (SOGM), which embed future information of dynamic scenes.