Aristotelian Tragedy is a dramatic genre defined by Aristotle in his work 'Poetics', which focuses on the tragic hero's fall from grace due to a tragic flaw (hamartia), leading to catharsis for the audience. These tragedies emphasize complex characters, an intricate plot structure, and evoke pity and fear, culminating in a cathartic release of emotions.