He was also arrested after a fight in a bar in Los Angeles in 2011, although he was later released without charge.
Shortly before that arrest, a publicist for the actor said that he was receiving treatment for alcoholism.
There have also been a series of instances where LaBeouf is said to have behaved erratically in public - on one occasion appearing on the red carpet with a paper bag on his head, on which was written: "I am not famous anymore."
LaBeouf - who also writes screenplays - found fame at age 14 as the star of the Disney series Even Stevens and has also starred in three Transformers films.
The star's movies include Indiana Jones and the Kingdom of the Crystal Skull and Wall Street: Money Never Sleeps.