Please also try to play this game with a controller! Maybe this way it'll be easier.
Keyboard keys used in the game: CTRL, ALT, SPACE ([ _ ]) and arrow keys.
Controller keys: A, B, X, Y, DPAD.
For controller users: There is a possibility that steam will mess with input. If you experience problems - turn it off