The compounds were generated from the Focused Agent network from (iii) and scored by the in silico classification model from (iii) repeatedly as the RL framework. 5,000 de novo molecule were sampled in total from the final network. The highest-ranked 100 and 500 compounds were selected according to the in silico classification score for subsequent analysis.