Officials say another six were wounded in the attack which occurred as cadets were leaving the college, one of Afghanistan's main officer training academies.
Taliban representatives meet with opposition figures, rights activists, former president Hamid Karzai, in Russian capital, sidelining Afghan President Ashraf Ghani's government, which has criticised the gathering.
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