Before revision:  We then establish a positive result on sample-efficient learning of Stackelberg equilibrium with value optimal up to the gap identified above .
After revision:  We then establish sharp positive results on sample-efficient learning of Stackelberg equilibrium with value optimal up to the gap identified above .