Prediction uncertainty-aware planning using deep ensembles and trajectory optimisation

Anshul Nayak, Azim Eskandarian

Human motion is stochastic and ensuring safe robot navigation in a pedestrian-rich environment requires proactive decision-making. Past research relied on incorporating determinist…