only half a million miles to walk. At an average walking speed of 2.8 mph, that's only about 20 years of non-stop walking. 30 if you decide you stop to sleep 8 hours a day.
Better get started then, no time to lose.
Ps: remember that the moon might not be in the same place in 30 years. A map would be outdated by the time you arrive.