The Aquaplanet 3-piece paddles are made from Aluminium and do not float. 

The paddles will float for a short period of time, and then will become waterlogged, causing them to sink. 

However, you can purchase a paddle float separately.  

Other paddles made from Carbon, Fibreglass or Carbon mix are lighter and will usually float.