Really cool idea and I like your visuals. Since you can only see two sides of the dice it's impossible to know the left- and right sides of the dice at the beginning of the game. Maybe draw the board at a slight angle or let the player rotate the board.

Fun concept, certainly takes a bit of thinking to wrap your head around.
Had one instance where a piece just decided to become immortal, which is less than ideal.