nuPlan

Adversarial World Modeling (AWM), a new framework for training autonomous vehicle planners, uses a min-max game and multi-agent self-play to enhance performance in rare, safety-critical traffic scenar…

Researchers trained a Joint Embedding Predictive Architecture (JEPA) on unlabeled driving data from the nuPlan dataset and used temporal prediction error as a zero-shot complexity score, finding it ef…