It's worth reading the whole speech: https://er.jsc.nasa.gov/seh/ricetalk.htm
It ends with:
"Well, space is there, and we're going to climb it, and the moon and the planets are there, and new hopes for knowledge and peace are there. And, therefore, as we set sail we ask God's blessing on the most hazardous and dangerous and greatest adventure on which man has ever embarked."
There will as many robots as you want in space, but man will be out there right along with them, no matter how difficult or dangerous or expensive it is.