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How Facebook’s AI Researchers Built a Game-Changing Go Engine
- pmontra 11y agoThe approach is novel but at the moment it's not stronger than the best traditional go programs. See http://senseis.xmp.net/?ZenGoProgram http://senseis.xmp.net/?ZenGoProgram for possibly the very best one.
- ColinWright 11y agoComment[0] by fitzwatermellow[1] yesterday from one of the other submissions[2]: Here's the paper: Better Computer Go Player with Neural Network and Long-term Prediction by Yuandong Tian, Yan Zhu http://arxiv.org/abs/1511.06410[3] "Adding MCTS to darkforest creates a much stronger player: with only 1000 rollouts, darkforest+MCTS beats pure darkforest 90% of the time; with 5000 rollouts, our best model plus MCTS beats Pachi with 10,000 rollouts 95.5% of the time." [0] https://news.ycombinator.com/item?id=10685334 https://news.ycombinator.com/item?id=10685334 [1] https://news.ycombinator.com/user?id=fitzwatermellow https://news.ycombinator.com/user?id=fitzwatermellow [2] https://news.ycombinator.com/item?id=10685278 https://news.ycombinator.com/item?id=10685278 [3] http://arxiv.org/abs/1511.06410 http://arxiv.org/abs/1511.06410
- kawera 11y agoThanks, I didn't see it yesterday otherwise wouldn't have posted.