Police were on the scene at the Trump Taj Mahal where a man with a gun barricaded himself in one of the casino offices.
The incident started shortly before 9pm Thursday. The gunman peacefully surrendered just before 8am Friday.
Police surrounded the area and were negotiating with the gunman to come out.
There were no hostages.
A small area of the Taj was evacuated.