To "rusticate" means to send someone to the countryside, or to go to the countryside oneself - historically used for students suspended from university and sent home. "Banish to the country" captures this meaning perfectly. The other options are incorrect: "brawl" means quarreling, "reluctant" means unwilling, and "graze" refers to animal feeding.