1) # Heavy atoms -This 'easy' task aims to maximize the number of heavy atoms in a molecule calculated by . This probes the RL strategy's ability to extrapolate beyond the training dataset which contains molecules with a limited number of heavy atoms. However, this task is irrelevant to real drug discovery objectives.