Dukes, 26, was also wanted on a warrant for contempt of court and driving with a suspended or revoked license, the St. Petersburg (Fla.) Times reported Thursday.
He has previously been arrested for contempt of court and failing to appear.
In 2010 Dukes, a Tampa native who also played for the Washington Nationals, owed three women a total of $143,000 in child support and alimony.
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