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Real-time planning for autonomous driving can now achieve superior safety in complex environments by leveraging fast-sampling consistency models for multimodal trajectory generation.
Self-play can be dramatically improved by exploiting the "question construction path" it generates as privileged information for self-distillation, leading to 2-3x faster learning.
