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AlphaZero beats AlphaGo Zero, Stockfish, and Elmo
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Evgeniy Zheltonozhskiy



Joined: 19 Sep 2014
Posts: 42
Location: Israel
PostPost subject: Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo    Posted: Thu Dec 07, 2017 4:01 am Reply to topic Reply with quote
Milos wrote:
clumma wrote:
Milos wrote:
4 hours my ass (pardon my french).


Far fewer transistors and joules were used training AlphaZero than have been used training Stockfish. You can soon rent those TPUs on Google's cloud, or apply for free access now, so stop complaining. Furthermore it's an experimental project in early days and performance is obviously not optimal, so all the 'but-but-but 30 Elo because they used SF 8 instead of SF 8.00194' sounds really dumb.

Days of alpha-beta engines have come to an abrupt end.

-Carl

Sorry, that is pretty childish rent.
Google is obviously comparing apples and oranges and again doing marketing stunt and ppl are falling for it.
Days of Alpha0 on normal hardware are years away. But keep on dreaming, no one can take that from you.

P.S. Just as a small comparison. leelazero open source project trying to replicate alpha0 in Go, took 1 month to get the same games as AG0 got in 3 hours, that with constant 1000 volunteers.
For chess it would take even more.


Training AlphaZero would take tons of time. Just like creating SF from 0. However, running it took 4 TPU, which is comparable to whats available to (rich) consumers - you can get 6-8 NVIDIA V100 which would get you similar performance.
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AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Carl Lumma Wed Dec 06, 2017 8:22 am
      Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Mike Libanan Wed Dec 06, 2017 1:07 pm
            Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 1:30 pm
                  Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 1:31 pm
                        Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Daniel Shawul Wed Dec 06, 2017 1:36 pm
                              Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 4:17 pm
                                    Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Joseph Ellis Wed Dec 06, 2017 4:22 pm
                                    Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Henk van den Belt Wed Dec 06, 2017 4:24 pm
                              Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Carl Lumma Wed Dec 06, 2017 4:53 pm
                                    Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Wed Dec 06, 2017 5:02 pm
                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Rémi Coulom Wed Dec 06, 2017 5:11 pm
                                                Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Wed Dec 06, 2017 5:28 pm
                                                      Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Rémi Coulom Wed Dec 06, 2017 5:43 pm
                                                            Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Wed Dec 06, 2017 5:49 pm
                                                                  Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Joseph Ellis Wed Dec 06, 2017 5:53 pm
                                                                        Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Wed Dec 06, 2017 5:59 pm
                                                                              Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Joseph Ellis Wed Dec 06, 2017 6:00 pm
                                                                                    Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Wed Dec 06, 2017 6:03 pm
                                                                  Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Rémi Coulom Wed Dec 06, 2017 6:05 pm
                                                                        Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Anil V Dharan Wed Dec 06, 2017 6:09 pm
                                                                              Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Oleg Smirnov Wed Dec 06, 2017 6:22 pm
                                                                                    Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Anil V Dharan Wed Dec 06, 2017 6:28 pm
                                                                                    Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Leo Anger Wed Dec 06, 2017 11:05 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Joseph Ellis Wed Dec 06, 2017 11:08 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Leo Anger Wed Dec 06, 2017 11:53 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Rasmus Althoff Wed Dec 06, 2017 11:13 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Wed Dec 06, 2017 11:23 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Joseph Ellis Wed Dec 06, 2017 11:30 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Leo Anger Wed Dec 06, 2017 11:56 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Leto Atreides Wed Dec 06, 2017 11:58 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Leo Anger Thu Dec 07, 2017 12:08 am
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Rasmus Althoff Thu Dec 07, 2017 12:35 am
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Leo Anger Thu Dec 07, 2017 12:45 am
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Rasmus Althoff Thu Dec 07, 2017 1:06 am
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Uri Blass Thu Dec 07, 2017 1:30 am
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Michael B Thu Dec 07, 2017 2:28 am
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Joseph Ellis Thu Dec 07, 2017 2:38 am
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Michael B Thu Dec 07, 2017 2:54 am
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Thu Dec 07, 2017 11:49 am
                                                                              Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 7:30 pm
                                                                        Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Wed Dec 06, 2017 6:32 pm
                                                                              Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Rémi Coulom Wed Dec 06, 2017 6:51 pm
                                                                                    Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Wed Dec 06, 2017 7:05 pm
                                                                                    Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 7:36 pm
                                                                                    Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Albert Silver Thu Dec 07, 2017 3:35 am
                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Carl Lumma Wed Dec 06, 2017 5:32 pm
                                                Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Wed Dec 06, 2017 5:39 pm
                                                      Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Carl Lumma Wed Dec 06, 2017 5:51 pm
                                                            Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Wed Dec 06, 2017 5:55 pm
                                                      Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Evgeniy Zheltonozhskiy Thu Dec 07, 2017 4:01 am
                                                            Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Larry Kaufman Thu Dec 07, 2017 5:57 am
                                                                  Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Evgeniy Zheltonozhskiy Thu Dec 07, 2017 6:21 am
                                                                        Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Thu Dec 07, 2017 5:27 pm
                                                                              Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Evgeniy Zheltonozhskiy Thu Dec 07, 2017 6:38 pm
                                                                                    Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Thu Dec 07, 2017 6:54 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Evgeniy Zheltonozhskiy Thu Dec 07, 2017 7:25 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Adam Hair Fri Dec 08, 2017 1:40 am
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Fri Dec 08, 2017 1:59 am
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Evgeniy Zheltonozhskiy Fri Dec 08, 2017 8:34 am
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Evgeniy Zheltonozhskiy Fri Dec 08, 2017 8:14 am
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Fri Dec 08, 2017 5:14 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Rasmus Althoff Fri Dec 08, 2017 7:45 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Guenther Simon Fri Dec 08, 2017 7:54 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Rasmus Althoff Fri Dec 08, 2017 8:23 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Sat Dec 09, 2017 3:24 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Dan Ellwein Sun Dec 10, 2017 6:17 am
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Sun Dec 10, 2017 6:30 am
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Sat Dec 09, 2017 3:20 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Sat Dec 09, 2017 3:19 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Rasmus Althoff Sat Dec 09, 2017 5:14 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Uri Blass Sat Dec 09, 2017 4:54 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Rasmus Althoff Sat Dec 09, 2017 5:18 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Evgeniy Zheltonozhskiy Fri Dec 08, 2017 9:09 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Sat Dec 09, 2017 3:27 pm
                                                                  Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Thu Dec 07, 2017 11:53 am
                                                                        Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Larry Kaufman Thu Dec 07, 2017 4:08 pm
                                                                              Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Fri Dec 08, 2017 5:03 pm
                                                                                    Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Larry Kaufman Fri Dec 08, 2017 8:18 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Carl Bicknell Fri Dec 08, 2017 9:26 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Michael B Sat Dec 09, 2017 12:09 am
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Carl Lumma Fri Dec 08, 2017 9:36 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Sat Dec 09, 2017 3:34 pm
                                                                  Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo John Fishburn Tue Dec 12, 2017 11:21 pm
                                                Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 7:40 pm
                        Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Richard Delorme Wed Dec 06, 2017 8:28 pm
                              Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 8:35 pm
                                    Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Joseph Ellis Wed Dec 06, 2017 8:39 pm
                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 8:40 pm
                                                Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Joseph Ellis Wed Dec 06, 2017 8:41 pm
                                                      Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 8:50 pm
                  Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Norman Schmidt Wed Dec 06, 2017 2:32 pm
                        Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Norman Schmidt Wed Dec 06, 2017 2:41 pm
                              Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 4:08 pm
                                    Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Wed Dec 06, 2017 4:15 pm
                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 4:21 pm
                        Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Wed Dec 06, 2017 2:44 pm
                              Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Norman Schmidt Wed Dec 06, 2017 3:02 pm
                                    Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Wed Dec 06, 2017 3:33 pm
                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Jon Dart Wed Dec 06, 2017 5:48 pm
                                                Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 7:45 pm
                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Richard Delorme Wed Dec 06, 2017 8:43 pm
                                                Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 8:51 pm
                                                      Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Greg Simpson Thu Dec 07, 2017 7:07 am
                                                Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Wed Dec 06, 2017 8:52 pm
                                                      Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Thu Dec 07, 2017 11:56 am
                                    Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 4:11 pm
                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Mike Libanan Wed Dec 06, 2017 4:22 pm
                                                Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 4:26 pm
                              Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Richard Delorme Wed Dec 06, 2017 8:24 pm
                                    Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Wed Dec 06, 2017 8:29 pm
                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Joseph Ellis Wed Dec 06, 2017 8:32 pm
                                                Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 8:39 pm
                                                Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Wed Dec 06, 2017 8:39 pm
                                                      Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Joseph Ellis Wed Dec 06, 2017 8:44 pm
                                    Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 8:32 pm
                        Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 4:06 pm
                  Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Carl Lumma Wed Dec 06, 2017 4:56 pm
                        Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Mike Libanan Wed Dec 06, 2017 5:03 pm
                              Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 5:16 pm
                                    Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Mike Libanan Wed Dec 06, 2017 5:44 pm
                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Joseph Ellis Wed Dec 06, 2017 5:48 pm
                                                Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 8:00 pm
                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 7:55 pm
                                                Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Joseph Ellis Wed Dec 06, 2017 7:57 pm
                                                      Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 8:02 pm
                                                            Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Joseph Ellis Wed Dec 06, 2017 8:04 pm
                                                                  Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 8:42 pm
                                                Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Norman Schmidt Wed Dec 06, 2017 8:41 pm
                                                      Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 8:48 pm
                                    Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Dan Cooper Wed Dec 06, 2017 5:56 pm
                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 8:07 pm
                        Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 5:11 pm
                              Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Norman Schmidt Wed Dec 06, 2017 5:24 pm
                                    Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 8:11 pm
                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Joseph Ellis Wed Dec 06, 2017 8:23 pm
                                                Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Bigler Wed Dec 06, 2017 8:34 pm
                                                      Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 9:01 pm
                                                            Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Dan Ellwein Wed Dec 06, 2017 11:21 pm
                                                                  Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Thu Dec 07, 2017 11:58 am
                                                Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 8:58 pm
                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Uri Blass Wed Dec 06, 2017 8:41 pm
                                                Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 9:04 pm
                                                      Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo F. Bluemers Wed Dec 06, 2017 9:08 pm
                                                      Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Uri Blass Wed Dec 06, 2017 10:12 pm
                                                            Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Thu Dec 07, 2017 12:00 pm
                                                                  Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Evgeniy Zheltonozhskiy Thu Dec 07, 2017 1:45 pm
                                                                        Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Thu Dec 07, 2017 5:32 pm
                                                                              Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Evgeniy Zheltonozhskiy Thu Dec 07, 2017 6:39 pm
                                                                                    Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Thu Dec 07, 2017 7:20 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Evgeniy Zheltonozhskiy Thu Dec 07, 2017 7:29 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Thu Dec 07, 2017 7:37 pm
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Carl Lumma Fri Dec 08, 2017 12:50 am
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Fri Dec 08, 2017 1:48 am
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Adam Hair Fri Dec 08, 2017 2:11 am
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Fri Dec 08, 2017 2:15 am
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Fri Dec 08, 2017 2:36 am
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Adam Hair Fri Dec 08, 2017 1:59 am
                                                                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Milos Stanisavljevic Fri Dec 08, 2017 2:04 am
                                                                              Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Jef Kaan Thu Dec 07, 2017 6:50 pm
                                                                        Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Fri Dec 08, 2017 5:06 pm
            Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Mike Libanan Wed Dec 06, 2017 3:36 pm
                  Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Wed Dec 06, 2017 4:23 pm
      Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo fernando Wed Dec 06, 2017 5:17 pm
      Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo daniel jose Wed Dec 06, 2017 8:19 pm
      Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Ted Summers Wed Dec 06, 2017 9:43 pm
            Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Chris Burns Wed Dec 06, 2017 10:13 pm
                  Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Erin Dame Wed Dec 06, 2017 10:26 pm
                  Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Eelco de Groot Wed Dec 06, 2017 10:37 pm
                        Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Ian Osgood Wed Dec 06, 2017 11:52 pm
                        Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Thu Dec 07, 2017 12:10 pm
                              Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Tony Mokonen Thu Dec 07, 2017 5:17 pm
                                    Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Fri Dec 08, 2017 5:22 pm
                                          Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Uri Blass Fri Dec 08, 2017 5:46 pm
                                                Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Robin Messemer Fri Dec 08, 2017 6:03 pm
                                                      Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Tony Mokonen Fri Dec 08, 2017 7:20 pm
                                                            Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Guenther Simon Fri Dec 08, 2017 7:56 pm
                                                                  Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Tony Mokonen Fri Dec 08, 2017 11:21 pm
                                                Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Sat Dec 09, 2017 3:37 pm
                                                      Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Uri Blass Sat Dec 09, 2017 4:57 pm
                                                Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Jesse Gersenson Sat Dec 09, 2017 5:04 pm
                  Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Thu Dec 07, 2017 12:03 pm
                        Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Norman Schmidt Thu Dec 07, 2017 1:26 pm
                              Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Jhor A. Vi Thu Dec 07, 2017 1:44 pm
                                    Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Robert Pope Thu Dec 07, 2017 3:46 pm
                                    Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Fri Dec 08, 2017 5:27 pm
                              Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Fri Dec 08, 2017 5:24 pm
      Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Michael B Thu Dec 07, 2017 3:00 am
      Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo daniel jose Thu Dec 07, 2017 6:23 am
            Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Oliver Roese Thu Dec 07, 2017 1:04 pm
                  Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Fri Dec 08, 2017 5:32 pm
                        Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Ian Osgood Fri Dec 08, 2017 6:37 pm
                              Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Lyudmil Tsvetkov Sat Dec 09, 2017 3:41 pm
      Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Ian Osgood Thu Dec 07, 2017 5:30 pm
      Chess content and openings Lyudmil Tsvetkov Thu Dec 07, 2017 6:57 pm
            Re: Chess content and openings Larry Kaufman Thu Dec 07, 2017 7:38 pm
                  Re: Chess content and openings Lyudmil Tsvetkov Fri Dec 08, 2017 5:41 pm
      Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Jesse Gersenson Thu Dec 07, 2017 7:13 pm
            Re: AlphaZero Supposedly Beat Stockfish 8 AA Ross Thu Dec 07, 2017 7:29 pm
            Re: AlphaZero beats AlphaGo Zero, Stockfish, and Elmo Dmitri Gusev Fri Dec 08, 2017 1:07 am
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