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AnyRank: Reliable Anytime Policy Ranking via Sequential Testing

Badithela, Apurva et al.
arXiv (All) · Papers
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roboticssystems-and-control
Due to the high cost of hardware experiments, robot policies are predominantly evaluated by comparing their empirical performance on a limited number of hardware trials. However, finite-sample statistical uncertainty can lead to erroneous conclusions, especially when ranking multiple policies using
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