Learning to Estimate Potential Territory in the Game of Go

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Transcript of Learning to Estimate Potential Territory in the Game of Go

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0 5 10 15 20 25 30 3550

55

60

65

70

75

80

85

Moves from the start

PW

INN

ER

(%)

Enhanced MLPBouzy(5,21) + DBC + L&DSimple MLPBouzy(5,21) + DBCInfluence−based control

Û d Ý0 5 10 15 20 25 30 35

60

65

70

75

80

85

90

95

100

Moves before the end

PW

INN

ER

(%)

Û ° Ý

0 5 10 15 20 25 30 35

10

15

20

25

30

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Moves from the start

PS

CO

RE

(poi

nts)

Û g Ý0 5 10 15 20 25 30 35

0

2

4

6

8

10

12

14

16

18

20

Moves before the end

PS

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RE

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