Thanks Alvaro for the nice summary. Their results are indeed mind boggling. When I first heard of CNNs a year or so ago,
I thought they were just yet another way of improving the move selection phase of MCTS...
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- Sun Jan 31, 2016 7:34 pm
- Forum: MCTS, RL, and neural networks
- Topic: MCTS for perft estimation
- Replies: 1
- Views: 15507
Perft (partial game tree size) estimation can be a good testbed for MCTS experiments. https://dl.dropboxusercontent.com/u/55295461/perft/perft.pdf Abstract Partial game tree sizes can be estimated using different methods among which the most accurate is conducting monte-carlo simulations of random g...