Robbins is a native of Washington, D.C., and graduated from Georgetown Day School in 2009.
Robbins made his Broadway debut in the 2009 production of Brighton Beach Memoirs, where he played Eugene Morris Jerome, and received an Outer Critics Circle nomination.