Inspired by [6,7], we study the boundary regularity of constant curvature hypersurfaces in the hyperbolic space H n+1, which have prescribed asympototic boundary at infinity. Through constructing the boundary expansions of the solutions, we derive the optimal regularity of the solutions. Moreover, we obtain an equivalent condition that guarantees the smoothness of the solutions.