I tried a game where I played the 40-hidden-node player against itself, and printed out the results (using a fairly simple board representation - no pretty graphics yet!).
In general the player was pretty good. Not great; perhaps better than a beginner human player, but certainly not close to intermediate (which I judge because I think I'm intermediate and can see lots of places where it made the wrong move).
Particularly, looking at a couple examples of the gameplay, it looks like it's not very good in races or efficiently bearing in. It also leaves shots more than it should.
Here's the output of the example game:
In general the player was pretty good. Not great; perhaps better than a beginner human player, but certainly not close to intermediate (which I judge because I think I'm intermediate and can see lots of places where it made the wrong move).
Particularly, looking at a couple examples of the gameplay, it looks like it's not very good in races or efficiently bearing in. It also leaves shots more than it should.
Here's the output of the example game:
White turn: ( 6, 2 )
|| | | | | ||| | | | | ||
|o *| * o o|
| *| * o|
| *| * o|
| *| o|
| *| o|
| | |
| | |
| | |
| o| *|
| o| *|
| o| o *|
|* o| o *|
|* o| o *|
|| | | | | ||| | | | | ||
Black turn: ( 5, 5 )
|| | | | | ||| | | | | ||
|o * *| * o o|
| * *| * o|
| *| * o|
| *| o|
| *| o|
| | |
| | |
| | |
| o| |
| o| |
| o| o *|
|* o| o *|
|* o| o *|
|| | | | | ||| | | | | ||
White turn: ( 5, 6 )
|| | | | | ||| | | | | ||
|o * *| * o|
| * *| * o|
| *| * o|
| *| o|
| *| |
| | |
| | |
| | |
| o| |
| o| o |
| o| o *|
|* o| o *|
|* o| o o *|
|| | | | | ||| | | | | ||
Black turn: ( 5, 2 )
|| | | | | ||| | | | | ||
|o * *| * o|
| * *| * o|
| *| * o|
| *| o|
| *| |
| 6| |
| | |
| | |
| o| |
| o| o |
| o| o |
|* o| o *|
|* o| o o *|
|| | | | | ||| | | | | ||
White turn: ( 1, 5 )
|| | | | | ||| | | | | ||
|o * *| * o|
| * *| * o|
| *| * o|
| *| o|
| *| |
| 6| |
| | |
| | |
| | |
| o| o |
| o| o |
|* o o| o *|
|* o o| o *|
|| | | | | ||| | | | | ||
Black turn: ( 4, 6 )
|| | | | | ||| | | | | ||
|o * * *| * o|
| * * *| * o|
| *| o|
| *| o|
| *| |
| | |
| | |
| | |
| | |
| o| o |
| o| o |
|* o o| o *|
|* o o| o *|
|| | | | | ||| | | | | ||
White turn: ( 6, 6 )
|| | | | | ||| | | | | ||
|o * * *| * |
| * * *| * |
| *| |
| *| |
| *| |
| | |
| | |
| | |
| | |
| o|o o |
| o|o o |
|* o o|o o *|
|* o o|o o *|
|| | | | | ||| | | | | ||
Black turn: ( 5, 1 )
|| | | | | ||| | | | | ||
|o * * *| * *|
| * * *| * |
| *| * |
| *| |
| *| |
| | |
| | |
| | |
| | |
| o|o o |
| o|o o |
|* o o|o o |
|* o o|o o |
|| | | | | ||| | | | | ||
White turn: ( 5, 1 )
|| | | | | ||| | | | | ||
|o * * *| * *|
| * * *| * |
| *| * |
| *| |
| *| |
| | |
| | |
| | |
| o| |
| o| |
| o|o o |
|* o o|o o |
|* o o o|o o |
|| | | | | ||| | | | | ||
Black turn: ( 2, 2 )
|| | | | | ||| | | | | ||
|o * * * *| * *|
| * * * *| * |
| * | * |
| | |
| | |
| | |
| | |
| | |
| o| |
| o| |
| o|o o |
| o o|o o |
|* * o o|o o |
|| | | | | ||| | | | | ||
o hit = 1
White turn: ( 1, 6 )
|| | | | | ||| | | | | ||
|o * * * *| * *|
|o * * * *| * |
| * | * |
| | |
| | |
| | |
| | |
| | |
| o| |
| o| |
| o| o |
| o o|o o |
|o * o o|o o |
|| | | | | ||| | | | | ||
* hit = 1
Black turn: ( 5, 1 )
|| | | | | ||| | | | | ||
|o * * * *|* * |
|o * * * *| * |
| * | * |
| | |
| | |
| | |
| | |
| | |
| o| |
| o| |
| o| o |
| o o|o o |
|* * o o|o o |
|| | | | | ||| | | | | ||
o hit = 1
White turn: ( 4, 3 )
|| | | | | ||| | | | | ||
|o * * * *|* * |
|o * * * *| * |
| * | * |
| | |
| | |
| | |
| | |
| | |
| o| |
| o| |
| o| o |
| o o|o o |
|* * o o|o o |
|| | | | | ||| | | | | ||
o hit = 1
Black turn: ( 5, 6 )
|| | | | | ||| | | | | ||
|o * * * *|* * * |
|o * * * *| * |
| * | * |
| | |
| | |
| | |
| | |
| | |
| o| |
| o| |
| o| o |
| o o|o o |
|* o o|o o |
|| | | | | ||| | | | | ||
o hit = 1
White turn: ( 3, 4 )
|| | | | | ||| | | | | ||
|o * * * *|* * * |
|o * * * *| * |
| * | * |
| | |
| | |
| | |
| | |
| | |
| o| |
| o| |
| o| o |
| o o|o o |
|* o o|o o |
|| | | | | ||| | | | | ||
o hit = 1
Black turn: ( 2, 5 )
|| | | | | ||| | | | | ||
|o * * * *|* * |
|o * * * *| * |
| * | * |
| * | |
| | |
| | |
| | |
| | |
| o| |
| o| |
| o| o |
| o o|o o |
|* o o|o o |
|| | | | | ||| | | | | ||
o hit = 1
White turn: ( 2, 2 )
|| | | | | ||| | | | | ||
|o * * * *|* * |
|o * * * *| * |
| * | * |
| * | |
| | |
| | |
| | |
| | |
| o| |
| o| |
| o| o |
| o o|o o |
|* o o|o o |
|| | | | | ||| | | | | ||
o hit = 1
Black turn: ( 1, 5 )
|| | | | | ||| | | | | ||
|o * * * *| * |
|o * * * *| * |
| * * *| |
| * | |
| | |
| | |
| | |
| | |
| o| |
| o| |
| o| o |
| o o|o o |
|* o o|o o |
|| | | | | ||| | | | | ||
o hit = 1
White turn: ( 5, 6 )
|| | | | | ||| | | | | ||
|o * * * o *| * |
|o * * * *| * |
| * * *| |
| * | |
| | |
| | |
| | |
| | |
| o| |
| o| |
| o| o |
| o o| o |
|o o o|o o |
|| | | | | ||| | | | | ||
* hit = 1
Black turn: ( 3, 1 )
|| | | | | ||| | | | | ||
|o * * * o *| * |
|o * * * *| * |
| * * | |
| * * | |
| | |
| | |
| | |
| | |
| o| |
| o| |
| o| o |
| o o| o |
|* o o|o o |
|| | | | | ||| | | | | ||
o hit = 1
White turn: ( 1, 5 )
|| | | | | ||| | | | | ||
|o * * * o *| * |
|o * * * *| * |
|o * * | |
| * * | |
| | |
| | |
| | |
| | |
| | |
| o| |
| o| o |
| o o| o |
|o o o|o o |
|| | | | | ||| | | | | ||
* hit = 1
Black turn: ( 4, 6 )
|| | | | | ||| | | | | ||
|o * * * o *| * |
|o * * * *| * |
|o * * | |
| * * | |
| | |
| | |
| | |
| | |
| | |
| o| |
| o| o |
| o o| o |
|o o o|o o * |
|| | | | | ||| | | | | ||
White turn: ( 4, 5 )
|| | | | | ||| | | | | ||
|o * * * o *| * |
|o * * * *| * |
|o * * | |
| * * | |
| | |
| | |
| | |
| | |
| | |
| | |
| o| o |
| o o o| o |
|o o o o| o * |
|| | | | | ||| | | | | ||
Black turn: ( 2, 2 )
|| | | | | ||| | | | | ||
|o * * * o *| |
|o * * * *| |
|o * * *| |
| * * | |
| * | |
| | |
| | |
| | |
| | |
| | |
| o| o |
| o o o| o |
|o o o o| o *|
|| | | | | ||| | | | | ||
White turn: ( 3, 5 )
|| | | | | ||| | | | | ||
|o * * * *| |
|o * * * *| |
|o * * *| |
| * * | |
| * | |
| | |
| | |
| | |
| | |
| | |
| o| o |
| o o o| o |
|o o o o| o o|
|| | | | | ||| | | | | ||
* hit = 1
Black turn: ( 2, 1 )
|| | | | | ||| | | | | ||
|o * * * *| |
|o * * * *| |
|o * * | |
| * * | |
| * | |
| 6 | |
| | |
| | |
| | |
| | |
| o| o |
| o o o| o |
|* o o o| o o|
|| | | | | ||| | | | | ||
o hit = 1
White turn: ( 1, 3 )
|| | | | | ||| | | | | ||
|o * * * *| |
|o * * * *| |
|o * * | |
|o * * | |
| * | |
| 6 | |
| | |
| | |
| | |
| | |
| o o| |
| o o o| o |
|* o o o| o o|
|| | | | | ||| | | | | ||
Black turn: ( 3, 6 )
|| | | | | ||| | | | | ||
|o * * * *| |
|o * * * *| |
|o * * | |
|o * * | |
| * | |
| 6 | |
| | |
| | |
| | |
| | |
| o o| |
| o o o| o |
| o o o| o * o|
|| | | | | ||| | | | | ||
White turn: ( 1, 2 )
|| | | | | ||| | | | | ||
|o * * * *| |
|o * * * *| |
|o * * | |
|o * * | |
| * | |
| 6 | |
| | |
| | |
| | |
| | |
| o o| |
| o o o| o |
| o o o| o o |
|| | | | | ||| | | | | ||
* hit = 1
Black turn: ( 6, 2 )
|| | | | | ||| | | | | ||
|o * * * *| |
|o * * * *| |
|o * * | |
|o * * | |
| * | |
| 6 | |
| | |
| | |
| | |
| | |
| o o| |
| o o o| o |
| o o o| o o |
|| | | | | ||| | | | | ||
* hit = 1
White turn: ( 1, 1 )
|| | | | | ||| | | | | ||
|o * * * *| |
|o * * * *| |
|o * * | |
|o * * | |
| * | |
| 6 | |
| | |
| | |
| | |
| | |
| | o |
| o o o o| o |
| o o o o| o |
|| | | | | ||| | | | | ||
* hit = 1
Black turn: ( 4, 1 )
|| | | | | ||| | | | | ||
|o * * * *| |
|o * * * | |
|o * * * | |
|o * * | |
| * | |
| 6 | |
| | |
| | |
| | |
| | |
| | o |
| o o o o| o |
|* o o o o| o |
|| | | | | ||| | | | | ||
White turn: ( 1, 5 )
|| | | | | ||| | | | | ||
|o * * * o| |
|o * * * | |
|o * * * | |
| * * | |
| * | |
| 6 | |
| | |
| | |
| | |
| | |
| | o |
| o o o| o |
|o o o o o| o |
|| | | | | ||| | | | | ||
* hit = 2
Black turn: ( 6, 2 )
|| | | | | ||| | | | | ||
|o * * * o| |
|o * * * | |
|o * * * | |
| * * | |
| * | |
| 6 | |
| | |
| | |
| | |
| | |
| | o |
| o o o| o |
|o * o o o| o |
|| | | | | ||| | | | | ||
o hit = 1
* hit = 1
White turn: ( 6, 2 )
|| | | | | ||| | | | | ||
|o * * * o| |
|o * * * o| |
|o * * * | |
| * * | |
| * | |
| 6 | |
| | |
| | |
| | |
| | |
| | o |
| o o| o |
|o o o o o| o |
|| | | | | ||| | | | | ||
* hit = 2
Black turn: ( 2, 3 )
|| | | | | ||| | | | | ||
|o * * * o| |
|o * * * o| |
|o * * * | |
| * * | |
| * | |
| 6 | |
| | |
| | |
| | |
| | |
| | o |
| o o| o |
|o * * o o o| o |
|| | | | | ||| | | | | ||
o hit = 1
White turn: ( 4, 1 )
|| | | | | ||| | | | | ||
|o * * * o| |
|o * * * o| |
|o * * * | |
|o * * | |
| * | |
| 6 | |
| | |
| | |
| | |
| | |
| | o |
|o o| o |
|o * * o o o| o |
|| | | | | ||| | | | | ||
Black turn: ( 4, 4 )
|| | | | | ||| | | | | ||
|o * * * o| * |
|o * * * o| |
|o * * * | |
|o * * | |
| * | |
| 6 | |
| | |
| | |
| | |
| | |
| | o |
|o o| o |
|o * o o o| o |
|| | | | | ||| | | | | ||
White turn: ( 4, 1 )
|| | | | | ||| | | | | ||
|o * * * o| o |
|o * * * | |
|o * * * | |
|o * * | |
| * | |
| 6 | |
| | |
| | |
| | |
| | |
| | o |
|o o o| o |
|o * o o| o |
|| | | | | ||| | | | | ||
* hit = 1
Black turn: ( 6, 4 )
|| | | | | ||| | | | | ||
|o * * * o| o |
|o * * * | |
|o * * * | |
|o * * | |
| * | |
| 6 | |
| | |
| | |
| | |
| | |
| | o |
|o o o| o |
|o * o o| o |
|| | | | | ||| | | | | ||
* hit = 1
White turn: ( 2, 5 )
|| | | | | ||| | | | | ||
|o * * * | o o |
|o * * * | |
|o * * * | |
|o * * | |
| * | |
| 6 | |
| | |
| | |
| | |
| | |
| | o |
|o o| o |
|o o o o| o |
|| | | | | ||| | | | | ||
* hit = 2
Black turn: ( 2, 1 )
|| | | | | ||| | | | | ||
|o * * * | o o |
|o * * * | |
|o * * * | |
|o * * | |
| * | |
| 6 | |
| | |
| | |
| | |
| | |
| | o |
|o o| o |
|o * o o| o |
|| | | | | ||| | | | | ||
o hit = 1
* hit = 1
White turn: ( 4, 3 )
|| | | | | ||| | | | | ||
|o * * * | o o |
|o * * * | |
|o * * * | |
|o * * | |
| * | |
| 6 | |
| | |
| | |
| | |
| | |
| | o |
|o o| o |
|o * o o| o |
|| | | | | ||| | | | | ||
o hit = 1
* hit = 1
Black turn: ( 6, 5 )
|| | | | | ||| | | | | ||
|o * * * | o o |
|o * * * | |
|o * * * | |
|o * * | |
| * | |
| 6 | |
| | |
| | |
| | |
| | |
| | o |
|o o| o |
|o * o o| o * |
|| | | | | ||| | | | | ||
o hit = 1
White turn: ( 3, 3 )
|| | | | | ||| | | | | ||
|o * * * | o o |
|o * * * | |
|o * * * | |
|o * * | |
| * | |
| 6 | |
| | |
| | |
| | |
| | |
| | o |
|o o| o |
|o * o o| o * |
|| | | | | ||| | | | | ||
o hit = 1
Black turn: ( 4, 1 )
|| | | | | ||| | | | | ||
|o * * * | * o |
|o * * * | |
|o * * * | |
|o * * | |
| * | |
| 6 | |
| | |
| | |
| | |
| | |
| | o |
|o o| o |
|o * o o| o |
|| | | | | ||| | | | | ||
o hit = 2
White turn: ( 5, 4 )
|| | | | | ||| | | | | ||
|o * * * o | * o |
|o * * * | |
|o * * * | |
|o * * | |
| * | |
| 6 | |
| | |
| | |
| | |
| | |
| | o |
|o o| o |
|o * o o| o |
|| | | | | ||| | | | | ||
o hit = 1
Black turn: ( 1, 4 )
|| | | | | ||| | | | | ||
|o * * * | o |
|o * * * | |
|o * * * | |
|o * * | |
| * | |
| 7 | |
| | |
| | |
| | |
| | |
| | o |
|o o| o |
|o * o o| o |
|| | | | | ||| | | | | ||
o hit = 2
White turn: ( 1, 4 )
|| | | | | ||| | | | | ||
|o * * * | o |
|o * * * | |
|o * * * | |
|o * * | |
|o * | |
| 7 | |
| | |
| | |
| | |
| | |
| | o |
|o o| o |
|o * o o| o |
|| | | | | ||| | | | | ||
o hit = 1
Black turn: ( 5, 6 )
|| | | | | ||| | | | | ||
|o * * * | o *|
|o * * * | |
|o * * * | |
|o * * | |
|o * | |
| 7 | |
| | |
| | |
| | |
| | |
| | o |
|o o| o |
|o o o| o |
|| | | | | ||| | | | | ||
o hit = 1
White turn: ( 1, 4 )
|| | | | | ||| | | | | ||
|o * * * | o *|
|o * * * | |
|o * * * | |
|o * * | |
|o * | |
|6 7 | |
| | |
| | |
| | |
| | |
| | |
|o o o| o |
|o o o| o |
|| | | | | ||| | | | | ||
Black turn: ( 6, 6 )
|| | | | | ||| | | | | ||
|o * * * | o |
|o * * * | |
|o * * * | |
|o * * | |
|o * | |
|6 | |
| | |
| | |
| | |
| | |
| | |
|o o o| o |
|o o o| o |
|| | | | | ||| | | | | ||
* born in = 3
White turn: ( 4, 1 )
|| | | | | ||| | | | | ||
|o * * * o | o|
|o * * * | |
|o * * * | |
|o * * | |
|o * | |
| | |
| | |
| | |
| | |
| | |
| | |
|o o o| o |
|o o o| o |
|| | | | | ||| | | | | ||
* born in = 3
Black turn: ( 3, 1 )
|| | | | | ||| | | | | ||
|o * * * o | o|
|o * * * | |
|o * * * | |
|o * * | |
|o | |
| | |
| | |
| | |
| | |
| | |
| | |
|o o o| o |
|o o o| o |
|| | | | | ||| | | | | ||
* born in = 4
White turn: ( 6, 5 )
|| | | | | ||| | | | | ||
|o * * * o |o |
|o * * * | |
|o * * * | |
|o * * | |
| | |
| | |
| | |
| | |
| | |
| | |
| | o |
|o o o| o |
|o o o| o |
|| | | | | ||| | | | | ||
* born in = 4
Black turn: ( 3, 3 )
|| | | | | ||| | | | | ||
|o * * o |o |
|o * * | |
|o * * | |
|o * | |
| | |
| | |
| | |
| | |
| | |
| | |
| | o |
|o o o| o |
|o o o| o |
|| | | | | ||| | | | | ||
* born in = 8
White turn: ( 4, 1 )
|| | | | | ||| | | | | ||
|o * * o | o |
|o * * o | |
|o * * | |
| * | |
| | |
| | |
| | |
| | |
| | |
| | |
| | o |
|o o o| o |
|o o o| o |
|| | | | | ||| | | | | ||
* born in = 8
Black turn: ( 4, 6 )
|| | | | | ||| | | | | ||
|o * * o | o |
|o * * o | |
|o * | |
| | |
| | |
| | |
| | |
| | |
| | |
| | |
| | o |
|o o o| o |
|o o o| o |
|| | | | | ||| | | | | ||
* born in = 10
White turn: ( 3, 3 )
|| | | | | ||| | | | | ||
|o * * o | o |
|o * * o | |
|o * | |
| | |
| | |
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|o o o o | |
|o o o o | o |
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* born in = 10
Black turn: ( 4, 5 )
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|o * o | o |
|o * o | |
|o * | |
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|o o o o | |
|o o o o | o |
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* born in = 12
White turn: ( 4, 5 )
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|o * o | |
|o * o | |
|o * | |
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|o o o o | o |
|o o o o | o |
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* born in = 12
Black turn: ( 1, 6 )
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|o * o | |
|o * o | |
|o | |
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|o o o o | o |
|o o o o | o |
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* born in = 13
White turn: ( 5, 4 )
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|o * o | o |
|o * o | |
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|o o o o | o |
|o o o o | o |
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* born in = 13
Black turn: ( 4, 5 )
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|o o | o |
|o o | |
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|o o o o | o |
|o o o o | o |
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* born in = 15
Black won with a backgammon.
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