Predictive Spatio-Temporal Scene Graphs for Semi-Static Scenes
The research introduces PredictiveGraphs, a new representation that combines a persistence estimator with an open-vocabulary scene graph to model semi-static objects over time. This allows robots to predict future states of dynamic environments by tracking object temporal patterns. The system enables semantic search, location prediction, and active navigation in complex settings.