NVIDIA GEAR · Robotics
ASPIRE
Self-improving continual-learning system where robots autonomously write, debug and refine control programs via evolutionary program search, building a reusable skill library from multimodal execution traces; improves two-arm handover success from 20% to 92% and shows zero-shot skill transfer across embodiments.
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