Upon evaluating T molecules, the target property predictor undergoes fine-tuning by incorporating the newly acquired data points. Specifically, predictor parameters θ are updated to minimize prediction errors with respect to ground truth labels y i for initial training samples in D 0 and expert-provided labels h t for all newly acquired samples in D r = {D r-1 ∪ S l } as follows