The 20-year-old pop star was accused of snatching a woman's cell phone but on Monday the City Attorney ruled in Bieber's favour, clearing him from the misdemeanour charges, reported Ace Showbiz.
The Los Angeles County District Attorney dissolved the robbery case last week because it didn't deem worthy of a felony charge.
Since then, the case was sent to the City Attorney to determine if a misdemeanour charge could be handed to Bieber.
Last month, a woman claimed that the Canadian singer tried to take her phone during an alleged scuffle at the Sherman Oaks Castle Park.