A method performed by one or more processing devices includes obtaining information indicative of experiments associated with combinations of targets and compounds; initializing the information with a result of at least one of the experiments; generating, based on initializing, a model to predict effects of the compounds on the targets; generating, based on the model and the experiments obtained, predictions for experiments to be executed; selecting, based on the predictions, one or more experiments from the experiments to be executed; executing the one or more experiments; and updating the model with one or more results of execution of the one or more experiments.