The male told police he was staying with his girlfriend and entered the wrong room.
A female student reported an unknown white male was sleeping in her bed.
The suspect is a 24-year-old Washington D.C. resident.
There are between 70 and 80 students in the program.
Officers responded to a towing dispute early Sunday morning to find two men engaged in a physical struggle, according to PGPD's Twitter feed.