PaccMannRL - Designing Anticancer Drugs From Transcriptomic Data via Reinforcement Learning.

The pharmaceutical industry has experienced a significant productivity decline: Less than 0.01% of drug candidates obtain market approval, with an estimated 10–15 years until market release and costs that range between one [2] to three billion dollars per drug [3].