Towards "AlphaChem": Chemical Synthesis Planning with Tree Search and Deep Neural Network Policies

Marwin Segler, Mike Preuß, Mark P. Waller

Retrosynthesis is a technique to plan the chemical synthesis of organic molecules, for example drugs, agro- and fine chemicals. In retrosynthesis, a search tree is built by analysi…