One way to install floating shelves without drilling is to use adhesive mounting strips or brackets that can support the weight of the shelves. These strips or brackets can be attached to the wall and the shelves can then be placed on top of them. Make sure to follow the manufacturer's instructions for proper installation and weight capacity.