The Hollywood star - famous for roles in The Fresh Prince of Bel-Air and Men in Black - met students at St Martin-in-the-Fields High School for Girls in Tulse Hill, doing a question and answer session and signing autographs.
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The robbery is being connected to a spate of thefts in south east London.
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Eight cases of fraud and four possible thefts are being investigated, Scotland Yard said.