All of your Troops will need to train to become stronger in battle. To train them you will need to go to the Armory, select the troop you want to train, and then press the Upgrade icon. Remember you will need food to train your Troops - they won’t want to do anything on an empty stomach.  

For more info on Troops, please visit the Official Dawn of Titans Wiki.