Police is usually considered plural, as far as I know. I don't know if there are any exceptions though.
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AnonymousPennsylvania State Police "is" looking for an escaped prisoner.are. Think of police as an abbreviated form of policemen.
or
Pennsulvania State Police "are" looking for an escaped prisoner.