You need to have a valid travel signature whenever you travel out of the country.
Valid means within 6 months of when you will return to the US. Travel signatures on the second page of the 1-20 are valid for 6 months from the date
of issuance. If you will be returning even one day after the 6 month period you must request a new travel 1-20