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MCTS means "Monte-Carlo Tree Search". It's the core of the algorithm. The big difference is that it doesn't use rollouts, or random play: it chooses where to
by panic 9y ago
MCTS means "Monte-Carlo Tree Search". It's the core of the algorithm. The big difference is that it doesn't use rollouts, or random play: it chooses where to expand the tree based only on the neural network.
- cjbprime 9y agoNo, 'habitue is correct. This new blog post says that the new software no longer does game readouts and just uses the neural net.
- Tarq0n 9y agoThat's not what Monte Carlo Tree search is. The new version is still one neural network + MCTS. There's no way to store enough information to judge the efficiency of every possible move in a neural network, therefore a second algorithm to simulate outcomes is necessary.
- Twirrim 9y agoRead the white paper. MCTS is still involved, right the way through.