GraphPoint: Semantic Entity Graphs and Point Trajectories for Compositional Robot Manipulation

Kang Luo, Hesheng Wang

Robot manipulation policies often struggle to generalize beyond their demonstrations, even when new instructions involve familiar objects and behaviors. When language and scenes ar…