Yes, this is possible. For the front wheels: Press the white button of the front wheel while moving the front wheel downwards. The wheels will now detach from the chassis. For the rear wheels: Press the round release buttons in the middle of the rim and pull the wheel off. We recommend to do this regularly to maintain and clean the wheels.