Hotel sources tell us ... Gloria was partying at LIV nightclub with some of her girlfriends earlier in the evening ... but when she tried to leave the hotel, she got into an altercation with one of the valet parking attendants.
We're told Gloria allegedly assaulted the valet. Cops received a call about the incident at 4:47 AM. Gloria was eventually arrested on suspicion of misdemeanor assault. The valet was not arrested.
We're told Gloria has been released from custody.
Gloria has been in trouble with the law before ... having been arrested in 2006 for DUI in Ohio.
LeBron was in Miami last night -- where the Heat played the Bucks ... and lost.
A rep for the hotel confirmed the incident ... but had no further comment.