Buy the boosts at the shop!
If you collect enough Waddle Dees, it will unlock the shop, where you can buy many items but most importantly, boosts! Boosts can help out a lot especially if if you are playing co op with someone not familiar with this platforming fighting genre. Boosts can also stack to last longer if you need.