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

Author: John Merlino

Date: 13:21:34 12/31/02

Go up one level in this thread


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



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