The actor and musician, whose real name is Tracy Lauren Marrow, was arrested Wednesday morning.
Authorities say he used an E-ZPass lane without a working tag.
Officers also issued the actor a summons for not having license plates and registration.
It didn't take long for the actor to speak out on social media about the incident: