Fig. 9. The total number of unique SMILES strings acquired across 5 repeated greedy optimizations with a 0.4% batch size on the Enamine HTS docking dataset (2.1M). The top black line is the theoretical maximum (i.e., repeated trials select distinct subsets of molecules to evaluate), and the bottom black line is the theoretical minimum (i.e., repeated trials select identical subsets of molecules to evaluate).