Credit for this problem goes to eberger. Thanks!

Pick a lower number

We’re going to play a game. We have some distribution from which we can pick a number.

You’re going to pick a number first. I’m then going to pick a number until I get a lower number than yours, paying you $1 for every number I pick.

How much would you pay to play this game?