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The 24-year-old joins Alex Pettyfer, Teresa Palmer and District 9 star Sharlto Copely in the project, says The Hollywood Reporter.
The movie centres on nine aliens who escape their war-ravaged home planet and take shelter on Earth.
Agron will play a girl who falls for Number Four (Pettyfer) and becomes his confidant.
Eagle Eye helmer DJ Caruso will direct the film for DreamWorks with Steven Spielberg and Michael Bay producing.
Production is set to begin next month in Pittsburgh.
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