Social-WM: Safety-Aware Latent World Models for Robot Social Navigation
Social-WM learns safe social navigation by predicting future consequences of actions based on real-world data. It distinguishes between planned actions and physically realizable ones to identify constraints like obstacles or pedestrians. This allows a robot to select actions that are both goal-oriented and executable within physical and social limits.