In addition, to generate realistic molecules, the proposed model introduces two filters, a Steric strain filter and a filter to make it difficult to create a ring structures larger than 7-membered rings. If a node was trapped by at least one of these two filters, our method made it less likely to be selected as a node to be searched by increasing the MCTS reward value by a factor of 10.