NavThinker: Action-Conditioned World Models for Coupled Prediction and Planning in Social Navigation

Tianshuai Hu, Zeying Gong, Lingdong Kong +7

Social navigation requires robots to act safely in dynamic human environments. Effective behavior demands thinking ahead: reasoning about how the scene and pedestrians evolve under…