Rethinking Social Robot Navigation: Leveraging Geometric and Learning-Based Approaches

The author argues that a hybrid approach combining geometric and learning-based methods can enhance social robot navigation, as opposed to discarding classical systems entirely. By leveraging both approaches, the hybrid planner achieves better social compliance compared to using either method alone.