To add additional block regions in a Drupal theme you need add the new regions to the following files. In this example I am adding four blocks side by side 25% width just above the content block. As I am using a Bootstrap theme, I have wrapped them in the div col-sm-3.
theme.info.yml - you define them in this info file in this format: