You buy a set of earplugs and try to shut the noise out with them. However, they don't work very well. You can still hear the noise and the earplugs disturb you as you try to sleep. You throw the earplugs away.
Go and ask them to keep quiet at night
Form a neighbourhood group and threaten violence if they don't stop