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Real-world robots forget how to fold towels after learning to pick-and-place, but this work shows experience replay can help, if you do it right.
Generative AI evaluation can be sped up by 8-65x without sacrificing accuracy by proactively focusing on the most informative test cases using a pre-trained Gaussian Process surrogate model.