While this may compare favorably with the costs of brute-force VS on large libraries, the incorporation of higher-cost simulations remains prohibitive. We recently introduced a curriculum-learning approach whereby a simpler, physically-motivated function is learned first, for example learning a ROCS query before starting docking, which can substantially reduce the number of expensive oracle evaluations . However, this approach depends on identifying physically-motivated intermediate objectives that are correlated with the desired oracle.