Useful for generating synthetic data for offline training of perception and tracking systems, testing and validating of planning modules, training and validation of end-to-end control systems, and more. DRIVE closes the sim-to-real behavior gap by adding coverage while reducing hesitancy and other undesirable behavioral artifacts arising from self-play and log-replay.