No they won't. If they are the predators they are all cracked up to be, they'll migrate to solid ground, adapt and start eating the next furry little critter they come across. Of course, with the polar region getting warmer, there will be more furry little critters on the menu.
And has anybody figured out what the mean temp at the poles is going to have to be in order for the Arctic to be ice free?