Please refer to the publication 501 - http://www.irs.gov/pub/irs-pdf/p501.pdf page 10 - Rules for Claiming an Exemption for a Dependent:
Foster child. A foster child is an individual who is placed with you by an authorized placement order of any court of competent jurisdiction.
Based on the information given - you may claim children as your dependents.
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