How do Americans usually handle disputes with neighbors?

I’m curious how neighbor conflicts are typically resolved in the U.S. If there’s an issue like noise, parking, property boundaries, pets, or general tension, do people usually talk it out directly? Or do they involve landlords, or even the police?