Ultimö

There are 15 dice. One is gold. The object of the game is to get the gold die. Take 1, 2 or 3 dice each turn. The catch? You can't take the gold die until the last play of the game! Sure, there are more rules, but you get the idea! Part luck, part brains, all fun!

(From the publisher's website)

Ultimö is basically a Nim game, and is solved and deterministic. Note that while this game uses dice, they are un-numbered and are not rolled, and as such Ultimö would not be considered a 'Dice' game.