We recently sent out a patch. Here are the details.
June 22nd - 0.3.3
Menu navigation used to be limited to WASD and SpaceBar to confirm. You can now also navigate with the arrow keys and press the Enter key to confirm.
June 22th Patch
Source: Steam Community (opens in a new tab)