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Achieving a 37% improvement in success rates for dexterous manipulation tasks, DexPIE redefines the role of real-world experience in policy training.
Humanoid robots can now sprint at 6 m/s with zero-shot sim-to-real transfer, thanks to a surprisingly data-efficient approach using frequency-domain priors learned from just five human motion sequences.
