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Episode 27: Noam Brown, FAIR, on achieving human-level performance in poker and Diplomacy, and the power of spending compute at inference time

Generally Intelligent

CHAPTER

The Generalization From Alpha Zero

Rebel is an algorithm that can learn to play a game like poker in a style similar to Alpha Zero. It doesn't exactly extend Alpha Zero, but it's like a very similar idea. And then if you were to apply it to a perfect information game, the algorithm collapses down. So Rebel was a much pure, more streamlined approach to the game. We actually open sourced it for the game of Liars Dice.

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