Long-term asthma control medications include inhaled corticosteroids, leukotriene modifiers, long-acting beta-agonists (LABAs) combined with inhaled corticosteroids, cromolyn sodium, nedocromil, theophylline, and biologics. These medications help reduce inflammation, control symptoms, and prevent asthma attacks.