Shrey Singhal

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    AERO: Adaptive Ensemble-Disagreement Routing for Oracle Feedback in Sample-Efficient Online RLHF

    According to the abstract, Shrey Singhal and colleagues propose AERO, an online RLHF method that asks for human-preference labels only where an ensemble of reward models disagrees and fills in the rest with synthetic labels, to cut labelling cost.