Anthony Jia-Hao Lem

SICNav-Diffusion: Safe and Interactive Crowd Navigation with Diffusion Trajectory Predictions

To navigate crowds without collisions, robots must interact with humans by forecasting their future motion and reacting accordingly. While learning-based prediction models have shown success in generating likely human trajectory predictions, integrating these stochastic models into a robot controlle…