In this paper, we perform an initial evaluation of this autoplanning approach by measuring the quality of the AP‐produced plans and comparing them directly to the quality of traditional human‐driven clinical plans created for the same datasets. To facilitate quantitative analysis of overall plan quality, we applied the PQM approach. (5)