On 22 October 1777 Olney fought at the Battle of Red Bank where 500 Americans successfully defended Fort Mercer against the attack of Carl von Donop's 2,000 Hessian soldiers.
In January 1778, the enlisted men of the 1st Rhode Island were transferred to the 2nd Rhode Island.