The vehicle was raided and thousands of dollars worth of items, including jewelry and clothes, were allegedly taken.
Nobody was on the bus when it was raided and a police report has been filed in relation to the incident, according to TMZ.com.
The website reports Ross and his entourage were staying at a nearby hotel at the time.