The 8 Mile actress was apparently taken into custody at New York City's Dream Downton Hotel on Thursday morning (October 11), reports TMZ.
Manning is accused of kicking and striking the 23-year-old make-up artist, although the cause of the dispute is not yet known.
A spokesperson for Manning has not commented on the apparent incident.
The altercation occurred at the same Dream Downton Hotel where Lindsay Lohan was alleged to have clipped a photographer with her car in late September.
Lohan denied any wrongdoing in that matter, deeming the accusations against her "unfair and unjust".