Deep Rock Galactic Rogue Core features a cooperative first-person shooter for 1-4 players, navigating procedurally generated underground environments. The gameplay includes roguelite elements, with characters starting each mission with basic gear and working together to grow in strength as the mission progresses. The heroes assume the roles of dwarves who belong to the Reclaimers, a designated security force sent to combat alien organisms in captured mining facilities.