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Google's AlphaGo team has been working on chess
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Robin Messemer



Joined: 24 Aug 2016
Posts: 272
PostPost subject: Re: Google's AlphaGo team has been working on chess    Posted: Wed Dec 13, 2017 10:51 pm Reply to topic Reply with quote
hgm wrote:
I am not very familiar with MCTS or simulations of it. But surely a search that expands 800 nodes should be aware if one of the root moves leads to a mate, and then only consider that move? If not, it seems to me that much could be improved. It is hard to believe that a mate close to the root would not affect the move choice at the root at all.

If totally random play already results in 15% checkmates, any preferece for mate-in-1 moves could only drive up that number, as the purely random games that eded in a draw would surely contain positions where mate-in-1 was possible, but not played, and these would now all turn into wins.


Yeah. Seems like a way to improve the search. However, DeepMind wasn't going for "the strongest possible chess engine" but for a system that can learn any learn. Therefore they didnt use any domain knowledge.

I would really like to know how one could speed up the training process using domain knowledge.
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Google's AlphaGo team has been working on chess Peter Kappler Wed Dec 06, 2017 4:10 am
      Re: Google's AlphaGo team has been working on chess Ray Banks Wed Dec 06, 2017 6:18 am
            Re: Google's AlphaGo team has been working on chess Fabien Letouzey Wed Dec 06, 2017 6:31 am
                  Re: Google's AlphaGo team has been working on chess Xavier Combelle Wed Dec 06, 2017 8:21 am
                        Re: Google's AlphaGo team has been working on chess Rémi Coulom Wed Dec 06, 2017 1:36 pm
                              Re: Google's AlphaGo team has been working on chess Marco Costalba Wed Dec 06, 2017 1:50 pm
                                    Re: Google's AlphaGo team has been working on chess Michael Sherwin Tue Dec 26, 2017 3:46 pm
                                          Re: Google's AlphaGo team has been working on chess Robin Messemer Tue Dec 26, 2017 3:54 pm
                                                Re: Google's AlphaGo team has been working on chess Michael Sherwin Tue Dec 26, 2017 5:24 pm
                                                      Re: Google's AlphaGo team has been working on chess Robin Messemer Tue Dec 26, 2017 5:33 pm
                                                            Re: Google's AlphaGo team has been working on chess Michael Sherwin Tue Dec 26, 2017 6:21 pm
                                                                  Re: Google's AlphaGo team has been working on chess Robin Messemer Tue Dec 26, 2017 9:09 pm
                                                                        Re: Google's AlphaGo team has been working on chess Michael Sherwin Tue Dec 26, 2017 9:14 pm
                                                                              Re: Google's AlphaGo team has been working on chess Robin Messemer Tue Dec 26, 2017 10:08 pm
                                                                                    Re: Google's AlphaGo team has been working on chess Michael Sherwin Wed Dec 27, 2017 12:05 am
                                                                                          Re: Google's AlphaGo team has been working on chess Michael Sherwin Wed Dec 27, 2017 12:54 am
                                                                                          Re: Google's AlphaGo team has been working on chess Michael Sherwin Wed Dec 27, 2017 12:59 am
                                                                                          Re: Google's AlphaGo team has been working on chess Ronald de Man Wed Dec 27, 2017 1:01 am
                                                                                          Re: Google's AlphaGo team has been working on chess Michael Sherwin Wed Dec 27, 2017 1:31 am
                                                                                          Re: Google's AlphaGo team has been working on chess Michael Sherwin Wed Dec 27, 2017 1:54 am
                                                                                          Re: Google's AlphaGo team has been working on chess Dan Ellwein Wed Dec 27, 2017 4:31 am
                                                                                          Re: Google's AlphaGo team has been working on chess Michael Sherwin Wed Dec 27, 2017 5:13 am
                                                                                          Re: Google's AlphaGo team has been working on chess H.G.Muller Wed Dec 27, 2017 9:21 am
                                                            Re: Google's AlphaGo team has been working on chess Michael Sherwin Wed Dec 27, 2017 9:38 am
                                                Re: Google's AlphaGo team has been working on chess Ed Schroder Wed Dec 27, 2017 9:22 am
                              Re: Google's AlphaGo team has been working on chess Michel Van den Bergh Wed Dec 06, 2017 2:43 pm
                                    Re: Google's AlphaGo team has been working on chess Rémi Coulom Wed Dec 06, 2017 2:55 pm
                  Re: Google's AlphaGo team has been working on chess Srdja Matovic Wed Dec 06, 2017 8:22 am
                        Re: Google's AlphaGo team has been working on chess Salvatore Giannotti Wed Dec 06, 2017 8:32 am
                              Re: Google's AlphaGo team has been working on chess Jon Dart Wed Dec 06, 2017 3:13 pm
                                    Re: Google's AlphaGo team has been working on chess Uri Blass Thu Dec 07, 2017 1:37 am
                                    Re: Google's AlphaGo team has been working on chess Joerg Oster Thu Dec 07, 2017 7:53 am
                  Re: Google's AlphaGo team has been working on chess Carl Lumma Wed Dec 06, 2017 6:17 pm
      Re: Google's AlphaGo team has been working on chess Fulvio Benini Wed Dec 06, 2017 9:31 am
            Re: Google's AlphaGo team has been working on chess Guenther Simon Wed Dec 06, 2017 10:03 am
            Re: Google's AlphaGo team has been working on chess Thomas Ewers Thu Dec 07, 2017 12:09 am
            Re: Google's AlphaGo team has been working on chess Leo Anger Thu Dec 07, 2017 12:51 am
      Re: Google's AlphaGo team has been working on chess Martin Sedlak Wed Dec 06, 2017 11:32 am
            Re: Google's AlphaGo team has been working on chess Daniel Shawul Wed Dec 06, 2017 12:05 pm
                  Re: Google's AlphaGo team has been working on chess Martin Sedlak Wed Dec 06, 2017 12:11 pm
            Re: Google's AlphaGo team has been working on chess Evgeniy Zheltonozhskiy Wed Dec 06, 2017 12:15 pm
                  Re: Google's AlphaGo team has been working on chess Martin Sedlak Wed Dec 06, 2017 12:29 pm
                        Re: Google's AlphaGo team has been working on chess Evgeniy Zheltonozhskiy Wed Dec 06, 2017 12:47 pm
                              Re: Google's AlphaGo team has been working on chess Jon Dart Thu Dec 07, 2017 2:56 pm
                                    Re: Google's AlphaGo team has been working on chess Robin Messemer Thu Dec 07, 2017 3:00 pm
                  Re: Google's AlphaGo team has been working on chess Dann Corbit Wed Dec 06, 2017 8:07 pm
            Re: Google's AlphaGo team has been working on chess Leo Anger Thu Dec 07, 2017 12:53 am
            Re: Google's AlphaGo team has been working on chess Rein Halbersma Thu Dec 07, 2017 8:49 am
                  Re: Google's AlphaGo team has been working on chess Robin Messemer Thu Dec 07, 2017 2:52 pm
                  Re: Google's AlphaGo team has been working on chess szabo, robert Sat Dec 09, 2017 12:47 pm
                        Re: Google's AlphaGo team has been working on chess Stefano Gemma Sat Dec 09, 2017 1:53 pm
                              Re: Google's AlphaGo team has been working on chess Robin Messemer Sat Dec 09, 2017 4:05 pm
                                    Re: Google's AlphaGo team has been working on chess Brian Richardson Sat Dec 09, 2017 4:25 pm
                                          Re: Google's AlphaGo team has been working on chess Henk van den Belt Sat Dec 09, 2017 5:01 pm
                                                Re: Google's AlphaGo team has been working on chess Brian Richardson Sat Dec 09, 2017 10:28 pm
                                                      Re: Google's AlphaGo team has been working on chess Henk van den Belt Sun Dec 10, 2017 11:23 am
                                                            Re: Google's AlphaGo team has been working on chess Robin Messemer Sun Dec 10, 2017 11:51 am
                                                                  Re: Google's AlphaGo team has been working on chess Henk van den Belt Sun Dec 10, 2017 11:59 am
                                          Re: Google's AlphaGo team has been working on chess Robin Messemer Sat Dec 09, 2017 7:15 pm
      Re: Google's AlphaGo team has been working on chess Daniel Shawul Wed Dec 06, 2017 12:03 pm
            Re: Google's AlphaGo team has been working on chess Uri Blass Wed Dec 06, 2017 6:42 pm
                  Re: Google's AlphaGo team has been working on chess Daniel Shawul Thu Dec 07, 2017 2:15 am
            Re: Google's AlphaGo team has been working on chess Ed Schroder Wed Dec 27, 2017 11:56 am
                  Re: Google's AlphaGo team has been working on chess J. B. Buijs Wed Dec 27, 2017 4:07 pm
                  Re: Google's AlphaGo team has been working on chess Daniel Shawul Wed Dec 27, 2017 4:38 pm
                        Re: Google's AlphaGo team has been working on chess Robin Messemer Wed Dec 27, 2017 6:37 pm
                              Re: Google's AlphaGo team has been working on chess Brahim Hamadicharef Thu Dec 28, 2017 2:14 am
                        Re: Google's AlphaGo team has been working on chess Ed Schroder Thu Dec 28, 2017 6:08 am
                              Re: Google's AlphaGo team has been working on chess Matthew Hull Thu Dec 28, 2017 6:49 am
                                    Re: Google's AlphaGo team has been working on chess Ed Schroder Thu Dec 28, 2017 7:00 am
                                          Re: Google's AlphaGo team has been working on chess J. B. Buijs Thu Dec 28, 2017 3:12 pm
                                                Re: Google's AlphaGo team has been working on chess Ronald de Man Thu Dec 28, 2017 4:23 pm
                                                Re: Google's AlphaGo team has been working on chess Matthew Hull Thu Dec 28, 2017 4:58 pm
                                          Re: Google's AlphaGo team has been working on chess Matthew Hull Thu Dec 28, 2017 5:19 pm
                              Re: Google's AlphaGo team has been working on chess Peter Österlund Thu Dec 28, 2017 7:46 am
                                    Re: Google's AlphaGo team has been working on chess Michel Van den Bergh Thu Dec 28, 2017 9:05 am
                                          Re: Google's AlphaGo team has been working on chess Michel Van den Bergh Thu Dec 28, 2017 11:18 am
                                    Re: Google's AlphaGo team has been working on chess Ed Schroder Thu Dec 28, 2017 9:09 am
                                          Re: Google's AlphaGo team has been working on chess Brahim Hamadicharef Thu Dec 28, 2017 12:56 pm
                                                Re: Google's AlphaGo team has been working on chess Brahim Hamadicharef Thu Dec 28, 2017 1:06 pm
                                          Re: Google's AlphaGo team has been working on chess Ed Schroder Thu Dec 28, 2017 10:48 pm
                                                Re: Google's AlphaGo team has been working on chess Brian Richardson Fri Dec 29, 2017 3:23 am
                                                      Re: Google's AlphaGo team has been working on chess Ed Schroder Fri Dec 29, 2017 8:58 am
                                                Re: Google's AlphaGo team has been working on chess Jesse Gersenson Fri Dec 29, 2017 9:46 am
                                                      Re: Google's AlphaGo team has been working on chess Ed Schroder Sun Dec 31, 2017 6:26 am
                                                            Re: Google's AlphaGo team has been working on chess J. B. Buijs Sun Dec 31, 2017 8:12 am
                                    Re: Google's AlphaGo team has been working on chess Ed Schroder Fri Dec 29, 2017 9:17 am
                                          Re: Google's AlphaGo team has been working on chess Peter Österlund Fri Dec 29, 2017 12:40 pm
      Re: Google's AlphaGo team has been working on chess Jonathan Rosenthal Wed Dec 06, 2017 12:57 pm
      Re: Google's AlphaGo team has been working on chess Henk van den Belt Wed Dec 06, 2017 4:03 pm
            Re: Google's AlphaGo team has been working on chess Carl Lumma Wed Dec 06, 2017 6:06 pm
            Re: Google's AlphaGo team has been working on chess Evgeniy Zheltonozhskiy Thu Dec 07, 2017 3:51 am
            Re: Google's AlphaGo team has been working on chess Henk van den Belt Fri Dec 08, 2017 11:46 am
      Re: Google's AlphaGo team has been working on chess Ronald de Man Sat Dec 09, 2017 9:25 pm
            Re: Google's AlphaGo team has been working on chess Robin Messemer Sat Dec 09, 2017 9:32 pm
                  Re: Google's AlphaGo team has been working on chess Ronald de Man Sat Dec 09, 2017 9:52 pm
                        Re: Google's AlphaGo team has been working on chess Milos Stanisavljevic Sat Dec 09, 2017 11:38 pm
                              Re: Google's AlphaGo team has been working on chess Ronald de Man Sun Dec 10, 2017 12:24 am
                                    Re: Google's AlphaGo team has been working on chess Milos Stanisavljevic Sun Dec 10, 2017 12:29 am
                                    Re: Google's AlphaGo team has been working on chess Robin Messemer Sun Dec 10, 2017 1:47 am
                                          Re: Google's AlphaGo team has been working on chess Ronald de Man Sun Dec 10, 2017 3:38 am
                                                Re: Google's AlphaGo team has been working on chess Álvaro Begué Sun Dec 10, 2017 4:05 am
                                                      Re: Google's AlphaGo team has been working on chess Dan Ellwein Sun Dec 10, 2017 6:29 am
                                                      Re: Google's AlphaGo team has been working on chess Ronald de Man Sun Dec 10, 2017 12:18 pm
                                                            Re: Google's AlphaGo team has been working on chess Robin Messemer Sun Dec 10, 2017 1:01 pm
                                                                  Re: Google's AlphaGo team has been working on chess Ronald de Man Sun Dec 10, 2017 1:34 pm
                                                                        Re: Google's AlphaGo team has been working on chess Jesse Gersenson Sun Dec 10, 2017 3:08 pm
                                                                              Re: Google's AlphaGo team has been working on chess J. B. Buijs Sun Dec 10, 2017 4:13 pm
                                                                                    Re: Google's AlphaGo team has been working on chess Robin Messemer Sun Dec 10, 2017 4:29 pm
                                                                                          Re: Google's AlphaGo team has been working on chess J. B. Buijs Sun Dec 10, 2017 5:24 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Henk van den Belt Sun Dec 10, 2017 8:30 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Milos Stanisavljevic Sun Dec 10, 2017 10:41 pm
                                                                        Re: Google's AlphaGo team has been working on chess Milos Stanisavljevic Sun Dec 10, 2017 10:28 pm
                                                Re: Google's AlphaGo team has been working on chess H.G.Muller Mon Dec 11, 2017 4:39 pm
                                                      Re: Google's AlphaGo team has been working on chess Milos Stanisavljevic Mon Dec 11, 2017 4:45 pm
                                                            Re: Google's AlphaGo team has been working on chess Albert Silver Mon Dec 11, 2017 5:28 pm
                                                      Re: Google's AlphaGo team has been working on chess Robin Messemer Mon Dec 11, 2017 5:09 pm
                                                            Re: Google's AlphaGo team has been working on chess H.G.Muller Mon Dec 11, 2017 5:19 pm
                                                                  Re: Google's AlphaGo team has been working on chess Michel Van den Bergh Mon Dec 11, 2017 5:29 pm
                                                                        Re: Google's AlphaGo team has been working on chess Robin Messemer Mon Dec 11, 2017 7:25 pm
                                                                              Re: Google's AlphaGo team has been working on chess Sven Schüle Mon Dec 11, 2017 8:11 pm
                                                                                    Re: Google's AlphaGo team has been working on chess Robin Messemer Mon Dec 11, 2017 8:46 pm
                                                                                    Re: Google's AlphaGo team has been working on chess Ronald de Man Mon Dec 11, 2017 8:59 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Robin Messemer Mon Dec 11, 2017 9:30 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Ronald de Man Mon Dec 11, 2017 11:55 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Robin Messemer Mon Dec 11, 2017 11:58 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Luis Babboni Tue Dec 12, 2017 1:53 am
                                                                                    Re: Google's AlphaGo team has been working on chess H.G.Muller Mon Dec 11, 2017 9:00 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Rein Halbersma Mon Dec 11, 2017 10:18 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Álvaro Begué Mon Dec 11, 2017 10:25 pm
                                                                                          Re: Google's AlphaGo team has been working on chess H.G.Muller Mon Dec 11, 2017 11:01 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Robin Messemer Mon Dec 11, 2017 11:16 pm
                                                                                          Re: Google's AlphaGo team has been working on chess H.G.Muller Tue Dec 12, 2017 8:58 am
                                                                                          Re: Google's AlphaGo team has been working on chess Michel Van den Bergh Tue Dec 12, 2017 9:16 am
                                                                                          Re: Google's AlphaGo team has been working on chess H.G.Muller Tue Dec 12, 2017 10:54 am
                                                                                          Re: Google's AlphaGo team has been working on chess Rein Halbersma Tue Dec 12, 2017 9:35 am
                                                                                          Re: Google's AlphaGo team has been working on chess H.G.Muller Tue Dec 12, 2017 10:59 am
                                                                                          Re: Google's AlphaGo team has been working on chess Rein Halbersma Tue Dec 12, 2017 1:41 pm
                                                                                          Re: Google's AlphaGo team has been working on chess H.G.Muller Tue Dec 12, 2017 2:28 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Rein Halbersma Tue Dec 12, 2017 2:48 pm
                                                                                          Re: Google's AlphaGo team has been working on chess H.G.Muller Tue Dec 12, 2017 4:58 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Michel Van den Bergh Tue Dec 12, 2017 9:18 pm
                                                                                          Re: Google's AlphaGo team has been working on chess H.G.Muller Tue Dec 12, 2017 9:32 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Michel Van den Bergh Tue Dec 12, 2017 9:45 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Ronald de Man Tue Dec 12, 2017 9:58 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Ronald de Man Tue Dec 12, 2017 10:07 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Robin Messemer Tue Dec 12, 2017 10:22 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Ronald de Man Wed Dec 13, 2017 12:00 am
                                                                                          Re: Google's AlphaGo team has been working on chess Milos Stanisavljevic Wed Dec 13, 2017 12:37 am
                                                                                          Re: Google's AlphaGo team has been working on chess Henk van den Belt Thu Dec 21, 2017 10:07 am
                                                                                          Re: Google's AlphaGo team has been working on chess H.G.Muller Tue Dec 12, 2017 10:48 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Ronald de Man Tue Dec 12, 2017 11:38 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Daniel Shawul Wed Dec 13, 2017 1:54 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Milos Stanisavljevic Wed Dec 13, 2017 2:16 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Robin Messemer Wed Dec 13, 2017 2:27 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Milos Stanisavljevic Wed Dec 13, 2017 2:32 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Robin Messemer Wed Dec 13, 2017 2:50 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Milos Stanisavljevic Wed Dec 13, 2017 3:46 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Milos Stanisavljevic Wed Dec 13, 2017 2:35 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Ronald de Man Wed Dec 13, 2017 8:36 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Milos Stanisavljevic Wed Dec 13, 2017 1:50 am
                                                                                          Re: Google's AlphaGo team has been working on chess Nicu Ionita Wed Dec 13, 2017 11:16 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Richard Delorme Tue Dec 12, 2017 2:17 pm
                                                                                          Re: Google's AlphaGo team has been working on chess J. B. Buijs Tue Dec 12, 2017 1:31 pm
      Re: Google's AlphaGo team has been working on chess Henk van den Belt Wed Dec 13, 2017 5:16 pm
            Re: Google's AlphaGo team has been working on chess Robin Messemer Wed Dec 13, 2017 6:07 pm
                  Re: Google's AlphaGo team has been working on chess Álvaro Begué Wed Dec 13, 2017 6:18 pm
                  Re: Google's AlphaGo team has been working on chess H.G.Muller Wed Dec 13, 2017 6:18 pm
                        Re: Google's AlphaGo team has been working on chess Truls Edvard Stokke Wed Dec 13, 2017 6:31 pm
                              Re: Google's AlphaGo team has been working on chess Milos Stanisavljevic Wed Dec 13, 2017 7:41 pm
                                    Re: Google's AlphaGo team has been working on chess Robin Messemer Wed Dec 13, 2017 7:48 pm
                                          Re: Google's AlphaGo team has been working on chess Milos Stanisavljevic Wed Dec 13, 2017 8:43 pm
                                                Re: Google's AlphaGo team has been working on chess Robin Messemer Wed Dec 13, 2017 8:51 pm
                                                      Re: Google's AlphaGo team has been working on chess Milos Stanisavljevic Wed Dec 13, 2017 9:23 pm
                                                            Re: Google's AlphaGo team has been working on chess Robin Messemer Wed Dec 13, 2017 9:28 pm
                                                                  Re: Google's AlphaGo team has been working on chess Milos Stanisavljevic Wed Dec 13, 2017 9:58 pm
                                                                        Re: Google's AlphaGo team has been working on chess Robin Messemer Wed Dec 13, 2017 10:06 pm
                                                                              Re: Google's AlphaGo team has been working on chess Milos Stanisavljevic Wed Dec 13, 2017 10:15 pm
                                                                                    Re: Google's AlphaGo team has been working on chess H.G.Muller Wed Dec 13, 2017 10:41 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Robin Messemer Wed Dec 13, 2017 10:51 pm
                                                                                          Re: Google's AlphaGo team has been working on chess H.G.Muller Thu Dec 14, 2017 8:12 am
                                                                                          Re: Google's AlphaGo team has been working on chess Pio Korinth Thu Dec 14, 2017 9:47 am
                                                                                          Re: Google's AlphaGo team has been working on chess Truls Edvard Stokke Wed Dec 13, 2017 11:18 pm
                                                                                          Re: Google's AlphaGo team has been working on chess Milos Stanisavljevic Wed Dec 13, 2017 11:33 pm
                                    Re: Google's AlphaGo team has been working on chess Álvaro Begué Wed Dec 13, 2017 8:19 pm
                                          Re: Google's AlphaGo team has been working on chess Milos Stanisavljevic Wed Dec 13, 2017 8:57 pm
                                                Re: Google's AlphaGo team has been working on chess Álvaro Begué Wed Dec 13, 2017 9:19 pm
                                                      Re: Google's AlphaGo team has been working on chess Milos Stanisavljevic Wed Dec 13, 2017 9:24 pm
                                    Re: Google's AlphaGo team has been working on chess Truls Edvard Stokke Wed Dec 13, 2017 10:38 pm
                                          Re: Google's AlphaGo team has been working on chess Milos Stanisavljevic Wed Dec 13, 2017 11:00 pm
                                                Re: Google's AlphaGo team has been working on chess Truls Edvard Stokke Wed Dec 13, 2017 11:09 pm
      Re: Google's AlphaGo team has been working on chess Henk van den Belt Tue Dec 19, 2017 8:49 pm
            Re: Google's AlphaGo team has been working on chess Robert Pope Tue Dec 19, 2017 10:03 pm
            Re: Google's AlphaGo team has been working on chess Truls Edvard Stokke Wed Dec 20, 2017 11:38 am
                  Re: Google's AlphaGo team has been working on chess Henk van den Belt Wed Dec 20, 2017 1:38 pm
                        Re: Google's AlphaGo team has been working on chess Álvaro Begué Wed Dec 20, 2017 1:57 pm
                              Re: Google's AlphaGo team has been working on chess Henk van den Belt Wed Dec 20, 2017 3:17 pm
                                    Re: Google's AlphaGo team has been working on chess Álvaro Begué Wed Dec 20, 2017 3:28 pm
                                          Re: Google's AlphaGo team has been working on chess Henk van den Belt Wed Dec 20, 2017 4:00 pm
                                          Re: Google's AlphaGo team has been working on chess Dan Ellwein Thu Dec 21, 2017 9:18 am
                                                Re: Google's AlphaGo team has been working on chess Álvaro Begué Thu Dec 21, 2017 10:09 am
                                                      Re: Google's AlphaGo team has been working on chess Dan Ellwein Thu Dec 21, 2017 11:59 am
                                                            Re: Google's AlphaGo team has been working on chess Álvaro Begué Thu Dec 21, 2017 1:14 pm
                                                                  Re: Google's AlphaGo team has been working on chess Dan Ellwein Thu Dec 21, 2017 1:21 pm
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