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Subject: Re: Genius 7's Pitiful Attempts to "Learn" From It's Mistakes

Author: Dave Gomboc

Date: 20:22:33 12/31/02

Go up one level in this thread


On December 31, 2002 at 16:21:34, John Merlino wrote:

>On December 31, 2002 at 05:47:59, Uri Blass wrote:
>
>>On December 31, 2002 at 05:32:58, Dana Turnmire wrote:
>>
>>>I played a few Fischer Random games between CM9000 and Genius 7 and decided to
>>>test the "learning" feature of Genius 7.  All fives games were started from the
>>>same position.  Notice in the first game how Genius is crushed (mate was
>>>announced in 16 by CM9000 around move 29).
>>>
>>>In game two  at move 22 Genius as black decides on 22...fxe5 instead of 22...Qe8
>>>but is still crushed a few moves later.
>>>
>>>In game 3 Genius 7 tries 22...Ng5 although Chessmaster sees a pawn plus
>>>advantage several moves prior to move 22.
>>>
>>>In game 4 Genius 7 decides to wait until move 23 and to change from 23...Ke8 to
>>>23...Qe8 and once again gets crushed a few moves later.
>>>
>>>In game 5 Genius 7 waits until move 24 to change 24...Qf8 to 24...b5.  Again
>>>same result a few moves later with a crushing defeat for Genius 7.
>>>
>>>It seems the crude attempt of Genius 7 to "learn" from its mistakes are
>>>laughable since its position has already been lost according to CM9000.  It
>>>could continue to make minor move variations and would probably lose the next 20
>>>games in a row doing this.  The fischer random starting position basically
>>>forces both programs to play without an opening book and shows one reason why a
>>>good opening book is vital to a program.
>>>
>>>I understand Genius has a learning feature that is not tied to the opening book
>>>but attempts to vary it's moves when it starts having a losing score.  Wouldn't
>>>it be much more effective to tie the learning feature in so that when a loss
>>>occurs the program refuses to play the exact variation of that particular
>>>opening in which the loss took place?
>>>
>>>I know that playing with opening books, games aren't duplicated like they would
>>>be with fischer random chess but in a long match that might be found at SSDF it
>>>seems CM9000 would be at a tremendous disadvantage if there was no mechanism to
>>>stop playing losing lines against other programs.  The flip side of this little
>>>experiment is if a position was started and Genius won the game then Chessmaster
>>>would be on the losing side every single game.
>>
>>I think that there is a problem with the evaluation of Genius.
>>
>>Movei shows a clear negative score of more than one pawn from the first
>>iteration thanks to mobility evaluation.
>>
>>[D]r1nk2qr/3p1bpn/1ppPpp1p/P3P2P/1B1P4/3N1QP1/5P2/RB1KR3 b - - 0 22
>>
>>I wonder if Genius7 evaluates mobility.
>>
>>Uri
>
>I agree with Uri. The problem is most likely in Genius' evaluation, or else it
>wouldn't consistently reach this losing position. And, yes, mobility is probably
>the culprit -- Genius only has 22 legal moves in this early midgame position!
>
>For reference, here is what CM9000, on a P3-733, says about this position:
>
>Time	Depth	Score	Positions	Moves
>0:00	1/5	1.55	13569		22...Ng5 23.Qe2 f5 24.Nf4 Ne4 25.Bxe4
>					fxe4 26.Qxe4
>0:00	1/5	1.49	29184		22...f5 23.Nf4 Ng5 24.Qb3 Qe8
>0:00	1/6	1.55	41005		22...f5 23.Nf4 Ng5 24.Qe2 Ne4 25.Bxe4
>					fxe4 26.Qxe4
>0:02	1/7	1.66	109301		22...f5 23.Nf4 Ng5 24.Qe2 bxa5
>					25.Rxa5 Rb8
>0:04	1/8	2.02	243112		22...f5 23.axb6 Rxa1 24.b7 Bxh5
>					25.Qxh5 Rxb1+ 26.Kc2 Rxb4 27.Nxb4
>					Nf6 28.bxc8=Q+ Kxc8 29.exf6 gxf6
>0:06	1/8	1.68	400170		22...Qe8 23.Nf4 Ng5 24.Qe2 c5 25.dxc5
>					fxe5 26.Qxe5 Bxh5+ 27.Kc1 Nf3
>0:20	1/9	3.04	1419702		22...Qe8 23.axb6 Nxb6 24.Rxa8+
>					Nxa8 25.Nf4 Kc8 26.Qa3 Kb7 27.Bc5
>					Nb6 28.Bxb6 Kxb6
>0:22	1/9	2.76	1576931		22...f5 23.axb6 Nxb6 24.Rxa8+ Nxa8
>					25.Nf4 Kc8 26.Qa3 Kb7 27.Bc5 Qb8
>					28.Bd3
>0:52	1/9	2.36	3443611		22...b5 23.Ra3 Ng5 24.Qe2 Qe8 25.Nc5
>					Rb8 26.g4 f5 27.a6
>0:56	1/9	1.74	3697768		22...Ng5 23.Qe2 f5 24.Nf4 bxa5
>					25.Bxa5+ Ke8 26.g4 fxg4 27.Qxg4
>					Nb6 28.Bd3
>1:35	1/10	1.82	6331597		22...Ng5 23.Qh1 Qe8 24.g4 Bg8 25.axb6
>					Rxa1 26.b7 Rxb1+ 27.Ke2 Ra1 28.b8=Q
>					Ra7
>2:35	2/11	2.11	10629298	22...Ng5 23.Qh1 Qe8 24.g4 Nh7 25.axb6
>					Nxb6 26.Rxa8+ Nxa8 27.Nc5 Kc8 28.Bd2
>					f5 29.Bd3 fxg4
>
>jm

So CM likes Black here?

Dave



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