You don't just need the training algorithm, but also the training data. Which in turn might have additional license requirements.
AFAIK their pretrained models just use publicly available datasets. From their README:
> YOLO11 Detect, Segment and Pose models pretrained on the COCO dataset are available here, as well as YOLO11 Classify models pretrained on the ImageNet dataset.