I'm not clear on why the police can't help you.

If somebody is blocking your driveway, you can call the police and have them towed.

If they are playing music at a volume sufficient to constitute a noise violation, the police can cite them.

Surely you're not the only neighbor with complaints. What have the other neighbors been doing?