Exercise is very important for your domesticated cephalopod. It's great way to expel all the excess energy that is common in young octopus fry. Plus it provides a great bonding experience for you and you pet and may even inspire a little healthy competition.
This might just be my favourite picture of Otto and Victoria... Those wriggly waving tentacles! I can just picture him flappering around my street corner like that. xD