Learning retrosynthetic planning through self-play

John S. Schreck, Connor W. Coley, Kyle J. M. Bishop

The problem of retrosynthetic planning can be framed as one player game, in which the chemist (or a computer program) works backwards from a molecular target to simpler starting ma…