Anthony Knittel

DiPA: Probabilistic Multi-Modal Interactive Prediction for Autonomous Driving

Accurate prediction is important for operating an autonomous vehicle in interactive scenarios. Prediction must be fast, to support multiple requests from a planner exploring a range of possible futures. The generated predictions must accurately represent the probabilities of predicted trajectories,