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Hmm. So what they show is that Transformers work exceptionally well for some games, but not in general. If you allow MCTS, then EfficientZero performs +85% bet
by fxtentacle 4y ago
Hmm. So what they show is that Transformers work exceptionally well for some games, but not in general.
If you allow MCTS, then EfficientZero performs +85% better. And if you look at the median (instead of the mean), then SPR performs +37% better.
But for some games, like ChopperCommand or Krull, IRIS (this paper) performs beyond comparison to other methods.
- candiodari 4y agoYou wonder if that means intelligence really works like other bodily systems. Animals work so well not because of a single trick, but due to a big bag of tricks. Not "one single gene" or algorithms learning good performance at everything, but 1000 different algorithms and a good way of selecting between them. Not 1 or 2 or 10, but a large number.