 At the age of ten, he was enrolled in the elementary classes and went on to study landscape painting with Fyodor Alekseyev and architecture with Jean-François Thomas de Thomon.In 1809, Alekseyev joined an expedition to explore the historic areas of Central Russia and Vorobyov went with him as an assistant.In 1813-1814, he accompanied the Russian army on its campaigns in Germany and France.