Richard Müller was born in Tschirnitz (now Černovice nad Ohří in the Czech Republic, but then in Bohemia). He was rector of the Dresden Academy, and also a professor of art there, until the Nazis dismissed him in 1935, citing subversive tendencies in his art.
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After the war he lived in East Germany.