Place candy melts in a medium microwave-safe bowl. Microwave on high for 1 minute or until melted and smooth, stirring twice. Use a fork to dip chilled peanut butter balls, one at a time, into melted chocolate to coat, allowing excess to drip off into bowl. Place on waxed paper-lined cookie sheets. Immediately top with sprinkles before chocolate sets.