Some historians think that The Great Train Robbery, which came out in 1903, was the first action movie. During the 1920s and 1930s, action movies were often swashbuckling adventures where actors like Douglas Fairbanks used swords in period pieces or Westerns. During this time, Indian action movies were called stunt films.