Diddy's chauffeured Cadillac Escalade was hit by a Lexus at the entrance to the hotel on Sunset Boulevard on Wednesday.
Officers were called to the scene. Everyone, including Diddy, complained of pain. However, no one was taken to the hospital. Photos posted on celebrity website TMZ showed the Escalade's bumper badly smashed and Combs lying on grass after the crash.
Police say no report was filed and no citations were issued.
The Associated Press contributed to this report.