(ii) Applying Hoeffding's inequality for Gaussian random variables, we have that for any m = m P(Xia - Ma -e) e m i=1 1, ..., n, we have me 20 Show that this results in the upper confidence bound on Ma: P( Ma < i,a 2 log(1/8) m > 1 6. m m i=1