The problem is only fixed by starting a new game, it persists if I merely exit the game and return and Continue.
I didn't try rebinding the keys. If it happens again I might try that.
This is the most recent build (0.1.8)
Specs: "The New" Razor Blade (2016): Windows 10, 16GB RAM, 6GB Nvidia GPU