Default settings, 5000 playouts.
Opponent: gnugo --mode gtp --chinese-rules --capture-all-dead --level 10
GNUGo 3.7.12

gnugo 19x19 l1 vs l10 k 7.5:	29% (+-2.3%)
gnugo 19x19 l1 vs l10 k 0.5:	42.2% (+-2.5%)
gnugo 19x19 l1 vs l10 k -7.5:	52.5% (+-2.5%)
gnugo 19x19 l1 vs l10 k -14.5:	62.2% (+-2.4%)
gnugo 19x19 l1 vs l10 k -21.5:	71.5% (+-2.3%)
gnugo 19x19 l1 vs l10 k -28.5:	78.2% (+-2.1%)
gnugo 19x19 l1 vs l10 handi 2:	54.7% (+-2.1%)
gnugo 19x19 l1 vs l10 handi 3:	71.9% (+-2.2%)
gnugo 19x19 l1 vs l10 handi 4:	82.6% (+-1.9%)
gnugo 19x19 l1 vs l10 handi 5:	88.9% (+-1.6%)


Unfortunately, some early measurements use 95% confidence interval; all newer
ones use the standard error (/1.96) instead, since that's what gogui-twogtp
provides.


Template:
../../gogui-1.1.10/bin/gogui-twogtp -black  'gnugo --mode gtp --chinese-rules --capture-all-dead --level 10' -white './zzgo-77d2d games=5000,policy=ucb1amaf,playout=moggy' -alternate -auto -verbose -size 9 -komi 7.5 -games 100 -sgffile f1-77d2d
for i in *.dat; do ../../gogui-1.1.10/bin/gogui-twogtp -force -analyze $i; done
./test_in_context.sh <directory with results> 9

ead8e	ucb1amaf	16.5% (+-4.5%)

b2185	ucb1amaf	50% (+-6%)

75fff	ucb1amaf	49% (+-4%)

c5bea	ucb1amaf	42.5% (+-2.5%)

95bf3	ucb1amaf	25.2% (+-4%)

c7249	ucb1amaf	34.2% (+-4.8%)

9367d	ucb1amaf	37% (+-8%)

ce540	ucb1amaf*	42% (+-2%)	selfatarirate=0
ce540	ucb1amaf	43% (+-2%)

62592	ucb1amaf*	47% (+-2.5%)	selfatarirate=0
62592	ucb1amaf	44% (+-2.5%)
62592	ucb1amaf*#	45.2% (+-2.5%)	selfatarirate=0,rave_prior
62592	ucb1amaf#	47.5% (+-2.5%)	rave_prior

1a1eb	ucb1		15% (+-2%)	selfatarirate=0:capturerate=0:lcapturerate=0

6e22f	ucb1amaf	49.5% (+-2.5%)
6e22f	ucb1amaf*0	48% (+-2.5%)	rave_equiv=6000
6e22f	ucb1amaf*1	49% (+-2.5%)	rave_equiv=500
6e22f	ucb1amaf#	43.2% (+-2.5%)	explore_p=0
6e22f	ucb1amaf#*0	45.8% (+-2.5%)	explore_p=0,rave_equiv=6000
6e22f	ucb1amaf#*1	48.8% (+-2.5%)	explore_p=0,rave_equiv=500
6e22f	ucb1amaf#0	49.5% (+-2.5%)	explore_p=0.01
6e22f	ucb1amaf#1	24.8% (+-2.5%)	explore_p=0.5
6e22f	19x19 ucb1amaf	0%
6e22f	19x19 ucb1amaf*	0%	explore_p=0.01,rave_equiv=100

88fe2	ucb1amaf	50.8% (+-2.5%)
88fe2	ucb1amaf*	49.5% (+-2.5%)	selfatarirate=0

04b7b	ucb1amaf	60.5% (+-2.4%)
04b7b	ucb1amaf*	60.2% (+-2.4%)	selfatarirate=0
04b7b	ucb1amaf%1	58.5% (+-2.5%)	rate=75
04b7b	ucb1amaf%2	60.8% (+-2.4%)	rate=100
04b7b	ucb1amaf#	54.5% (+-2.5%)	explore_p=0
04b7b	ucb1amaf^	63.5% (+-2.4%)	threads=2
04b7b	ucb1amaf+	71.2% (+-2.3%)	games=10000
04b7b	ucb1amaf!	79.5% (+-2%)	playout_amaf
04b7b	ucb1amaf!&	46% (+-2.5%)	playout_amaf,patternrate=0

82790	ucb1amaf	54.1% (+-2.9%)
82790	ucb1amaf!	79% (+-2.9%)	playout_amaf

129bb	ucb1amaf	64.5% (+-2.4%)
129bb	ucb1amaf!	77.2% (+-2.1%)	playout_amaf

<playout_amaf_nakade on by default>

605dd	ucb1amaf	56.2% (+-2.5%)
605dd	ucb1amaf!	63.5% (+-2.4%)	playout_amaf

<unknown playout_amaf regression>

c031a	ucb1amaf	52.5% (+-4.2%)
c031a	ucb1amaf!	63.4% (+-4.2%)	playout_amaf

87b9e	ucb1amaf	53.7% (+-2.1%)
87b9e	ucb1amaf#1	59.5% (+-1.7%)	explore_p_rave=0
87b9e	ucb1amaf#2	59.1% (+-1.7%)	explore_p=0.01,explore_p_rave=0.01
87b9e	ucb1amaf%	56.6% (+-2%)	local_assess
87b9e	ucb1amaf*	19% (+-1.3%)	patternrate=0
87b9e	ucb1amaf!$	62.8% (+-2.4%)	playout_amaf,rave_equiv=500
87b9e	ucb1amaf!#1	62.8% (+-1.7%)	playout_amaf,explore_p=0.01,explore_p_rave=0.01
87b9e	ucb1amaf!#2	61.6% (+-1.7%)	playout_amaf,explore_p_rave=0.01
87b9e	ucb1amaf!&	61.8% (+-2.4%)	playout_amaf,eqex=25
87b9e	ucb1amaf!	61.4% (+-2.1%)	playout_amaf

<playout_amaf is now default>

093e7	ucb1amaf	60.5% (+-2.4%)
093e7	ucb1amaf!	58.8% (+-2.5%)	plaout_amaf=0
093e7	ucb1amaf%	60.8% (+-2.4%)	ladders=0

<playout_amaf_nakade partially off>

635a3	ucb1amaf	65% (+-2.4%)
635a3	ucb1amaf	63% (+-2.4%)	explore_p_rave=0.01

<playout_amaf_nakade off by default>

eac23	ucb1amaf	77.4% (+-1.5%)
eac23	ucb1amaf#	76.6% (+-1.5%)	explore_p_rave=0.01
eac23	ucb1amaf!	74.3% (+-1.5%)	check_nakade=0
eac23	ucb1amaf!#	75.5% (+-1.6%)	check_nakade=0,explore_p_rave=0.01
eac23	ucb1amaf!#*	75% (+-1.5%)	check_nakade=0,explore_p_rave=0.01,explore_p=0.01

<explore_p_rave=0.01>

229b9	ucb1amaf 2k	65.5% (+-2.4%)
229b9	ucb1amaf 5k	77.5% (+-2.1%)
229b9	ucb1amaf 20k	83.8% (+-1.7%)
229b9	ucb1amaf 50k	90% (+-1.5%)
229b9	ucb1amaf! 2k	37.8% (+-2.4%)	playout_amaf=0
229b9	ucb1amaf! 5k	59% (+-2.5%)	playout_amaf=0
229b9	ucb1amaf! 20k	79% (+-2%)	playout_amaf=0
229b9	ucb1amaf! 50k	83.5% (+-1.9%)	playout_amaf=0
229b9	ucb1amaf% 5k	77.2% (+-2.1%)	ladders=0
229b9	ucb1amaf*# 5k	74.9% (+-2.2%)	explore_p=0.005,explore_p_rave=0.005

self-play:
229b9	ucb1amaf km5.5	B+57.5% (+-2.5%)
229b9	ucb1amaf km7.5	B+48.8% (+-2.5%)

2d54a	ucb1amaf	72.2% (+-2.2%)

8ac8a	ucb1amaf	77% (+-2.1%)
8ac8a	ucb1amaf@	77% (+-2.1%)	ladder catcher atari check disabled
8ac8a	ucb1amaf 50k	93.5% (+-1.2%)


fccfe	ucb1amaf	78% (+-2.1%)
fccfe	ucb1amaf#	78.5% (+-2.1%)	rave_prior=0
fccfe	ucb1amaf*0	76% (+-2.1%)	playout_amaf_cutoff=50
fccfe	ucb1amaf*0!	78.5% (+-2.1%)	playout_amaf_cutoff=50,playout_amaf_nakade=1
fccfe	ucb1amaf*1	79.8% (+-2%)	playout_amaf_cutoff=75
fccfe	ucb1amaf*1!	74% (+-2.2%)	playout_amaf_cutoff=75,playout_amaf_nakade=1
fccfe	ucb1amaf*2	76.7% (+-2.1%)	playout_amaf_cutoff=85
fccfe	ucb1amaf*2!	77% (+-2.1%)	playout_amaf_cutoff=85,playout_amaf_nakade=1
fccfe	ucb1amaf*3	72% (+-2.2%)	playout_amaf_cutoff=90
fccfe	ucb1amaf*3!	73% (+-2.2%)	playout_amaf_cutoff=90,playout_amaf_nakade=1
fccfe	ucb1amaf*3	72% (+-2.2%)	playout_amaf_cutoff=90
fccfe	ucb1amaf*3!	73% (+-2.2%)	playout_amaf_cutoff=90,playout_amaf_nakade=1

Threading test:
fccfe	ucb1amaf	78% (+-2.1%)
fccfe	ucb1amaf 10k	79.8% (+-2%)
fccfe	ucb1amaf t=2	75.5% (+-2.2%)
569d7	ucb1amaf t=2	82.9% (+-1.9%)


<Multiple board sizes from now on>

Fillboard investigations (only 4-lib fillboard yet):

569d7	9ucb1amaf!	81.2% (+-2%)	fillboardtries=10
569d7	9ucb1amaf 50k	90% (+-1.5%)
569d7	9ucb1amaf! 50k	90.8% (+-1.4%)	fillboardtries=10

ce382	13ucb1amaf	51.8% (+-2.5%)
ce382	13ucb1amaf 50k	79.6% (+-2.6%)
569d7	13ucb1amaf!	47% (+-2.5%)	fillboardtries=10
569d7	13ucb1amaf! 50k	82.8% (+-2.4%)	fillboardtries=10


<many optimizations>

4181b	9ucb1amaf	76% (+-2.4%)
4181b	13ucb1amaf	47.8% (+-2.5%)
4181b	19ucb1amaf	1.6% (+-0.9%)
4181b	19ucb1amaf!	1% (+-0.7%)	fillboardtries=10


0965e	9ucb1amaf	77.5% (+-2.1%)
0965e	9ucb1amaf#	9.5% (+-1.5%)	sylvain_rave=0
0965e	9ucb1amaf&	79% (+-2.1%)	self-atari protection turned off for single-stone groups

0965e	13ucb1amaf	45.2% (+-2.5%)
0965e	13ucb1amaf&	52.2% (+-2.5%)	self-atari protection turned off for single-stone groups

<permit snapbacks>

234b3	9ucb1amaf	77.2% (+-2.1%)
234b3	13ucb1amaf	47% (+-2.5%)


<add pattern2>

035fc	9ucb1amaf	70.5% (+-2.3%)
035fc	9ucb1amaf#	79.8% (+-2%)	pattern2=0

<add 2-liberty>

74b71	9ucb1amaf	74.2% (+-2.2%)
74b71	9ucb1amaf#	77% (+-2.1%)	pattern2=0
74b71	13ucb1amaf	46.8% (+-2.5%)
74b71	13ucb1amaf#	50.2% (+-2.5%)	pattern2=0

e34f9	9ucb1amaf	74.2% (+-2.2%)
e34f9	9ucb1amaf#	74% (+-2.2%)	pattern2=0
e34f9	9ucb1amaf*	76% (+-2.1%)	atarirate=0
e34f9	9ucb1amaf#*	79% (+-2%)	pattern2=0,atarirate=0
e34f9	13ucb1amaf	47.2% (+-2.5%)
e34f9	13ucb1amaf#	49.7% (+-2.8%)	pattern2=0
e34f9	13ucb1amaf#*	52.2% (+-2.5%)	pattern2=0,atarirate=0

ba2e1	9ucb1amaf	78.2% (+-2.1%)
ba2e1	9ucb1amaf#	81.8% (+-1.9%)	pattern2=0
ba2e1	9ucb1amaf*	74.5% (+-2.2%)	atarirate=0
ba2e1	9ucb1amaf#*	75.5% (+-2.2%)	pattern2=0,atarirate=0
ba2e1	9ucb1amaf#*+	78.5% (+-2.1%)	pattern2=0,atarirate=0,prior_cfgd=6
ba2e1	9ucb1amaf+%	81.2% (+-2%)	prior_cfgd=6,prior_b19=6
ba2e1	9ucb1amaf#+%	83% (+-1.9%)	pattern2=0,prior_cfgd=6,prior_b19=6

ba2e1	13ucb1amaf+	57% (+-2.5%)	prior_cfgd=6
ba2e1	13ucb1amaf+%	51.2% (+-2.5%)	prior_cfgd=6,prior_b19=6
ba2e1	13ucb1amaf#*+	54.8% (+-2.5%)	pattern2=0,atarirate=0,prior_cfgd=6

ba2e1	19ucb1amaf+!	13.8% (+-1.7%)	prior_cfgd=6,fillboard
ba2e1	19ucb1amaf+%2	21.2% (+-2%)	prior_cfgd=prior_b19=prior=20
ba2e1	19ucb1amaf+%2!	20.5% (+-2%)	prior_cfgd=prior_b19=prior=20,fillboard
ba2e1	19ucb1amaf+%3	20.8% (+-2%)	prior_cfgd=prior_b19=prior=30
ba2e1	19ucb1amaf+%4	25.8% (+-2.2%)	prior_cfgd=prior_b19=prior=40
ba2e1	19ucb1amaf+%5	23.2% (+-2.1%)	prior_cfgd=prior_b19=prior=50
ba2e1	19ucb1amaf+%4	24.5% (+-2.2%)	prior_cfgd=prior_b19=prior=40,amaf_prior=0
ba2e1	19ucb1amaf#*+%!	9.8% (+-1.5%)	pattern2=0,atarirate=0,prior_cfgd=prior_b19=6,fillboard
ba2e1	19ucb1amaf#*+%2	25% (+-2.2%)	pattern2=0,atarirate=0,prior_cfgd=prior_b19=prior=20
ba2e1	19ucb1amaf#+%2	26.5% (+-2.2%)	pattern2=0,prior_cfgd=prior_b19=prior=20
ba2e1	19ucb1amaf#+%3	24% (+-2.2%)	pattern2=0,prior_cfgd=prior_b19=prior=30
ba2e1	19ucb1amaf#+%4	27% (+-2.2%)	pattern2=0,prior_cfgd=prior_b19=prior=40
ba2e1	19ucb1amaf#+%2!	22.5% (+-2.1%)	pattern2=0,prior_cfgd=prior_b19=prior=20,fillboard
ba2e1	19ucb1amaf#+%2_	23.5% (+-2.1%)	pattern2=0,prior_cfgd=prior_b19=prior=20,prior_policy=10
ba2e1	19ucb1amaf#+%2a	1% (+-0.7%)	pattern2=0,prior_cfgd=prior_b19=prior=20,playouts=1000
ba2e1	19ucb1amaf#+%2b	7.2% (+-1.4%)	pattern2=0,prior_cfgd=prior_b19=prior=20,playouts=2000
ba2e1	19ucb1amaf#+%2	28.2% (+-2.3%)	pattern2=0,prior_cfgd=prior_b19=prior=20,amaf_prior=0

<pattern2=0, prior_cfgd=prior_b19=-1, etc.>
<From now on, 19x19 always has % = prior=20>

49208	9ucb1amaf	80% (+-2%)
49208	9ucb1amaf&	76.8% (+-2.1%)	selfatarirate=0
49208	9ucb1amaf_	76.8% (+-2.1%)	can_capture_group() always true (really same rate)
49208	19ucb1amaf%	25.4% (+-2.3%)
49208	19ucb1amaf%&	18.8% (+-2%)	selfatarirate=0
49208	19ucb1amaf%_	19.5% (+-2%)	can_capture_group() always true (really same rate)

aef5c	19ucb1amaf%	24.5% (+-2.4%)

67561	19ucb1amaf%	29% (+-2.3%)
67561	19ucb1amaf%*2	26.7% (+-2.7%)	explore_p=0.02

d11b1	9ucb1amaf	81.8% (+-1.9%)	
d11b1	9ucb1amaf_	81.5% (+-1.9%)	investigate all nakade neis only in case of snapback (945e5)
d11b1	9ucb1amaf*	81.2% (+-2%)	atarirate=0
d11b1	9ucb1amaf&	78.8% (+-2.1%)	explore_p_rave=0
d11b1	19ucb1amaf%	24% (+-2%)

f1c52	19ucb1amaf%	26.2% (+-2.4%)
08c0a	19ucb1amaf%	25.5% (+-2.4%)	<d11b1_&>

<explore coefficient outside of RAVE>
a0f85	9ucb1amaf	80.2% (+-2%)
a0f85	9ucb1amaf*1	80.8% (+-2%)	explore_p=0
a0f85	9ucb1amaf*2	81.2% (+-2%)	explore_p=0.01
a0f85	9ucb1amaf*3	40.2% (+-2.5%)	explore_p=0.6
a0f85	19ucb1amaf%	18.8% (+-2%)

<UCT value tracking>

5524c	9ucb1amaf	84.2% (+-1.8%)
5524c	9ucb1amaf^1	70.2% (+-3%)	fuego cfgd
5524c	9ucb1amaf^2	77% (+-2.1%)	fuego cfgd, 0.1 for pass
5524c	9ucb1amaf^2*	76.5% (+-2.1%)	fuego cfgd, 0.1 for pass, prior_cfgd=4
5524c	9ucb1amaf!	81.2% (+-2%)	prior_even is 0.1 for pass

5524c	19ucb1amaf%	19.8% (+-2%)
5524c	19ucb1amaf%^1	13.2% (+-1.7%)	fuego cfgd
5524c	19ucb1amaf%^2	12.5% (+-1.7%)	fuego cfgd, 0.1 for pass
5524c	19ucb1amaf%^2*	16.2% (+-1.8%)	fuego cfgd, 0.1 for pass, prior_cfgd=5
5524c	19ucb1amaf!	19.6% (+-2%)	prior_even is 0.3 for pass

2151a	9ucb1amaf	81.5% (+-1.9%)
443e1	9ucb1amaf_1	72.5% (+-2.2%)	Priors just like in Fuego
6c6cb	9ucb1amaf_2	70.5% (+-2.3%)	Priors just like in Fuego, including equivalent-best-move

2151a	19ucb1amaf	17.8% (+-1.9%)
443e1	19ucb1amaf_1	12.2% (+-1.6%)	Priors just like in Fuego
6c6cb	19ucb1amaf_2	19.5% (+-2%)	Priors just like in Fuego, including equivalent-best-move

03c36	19ucb1amaf%$	17.2% (+-1.9%)	ko=-1, without ko aging yet

09368	9ucb1amaf	80.2% (+-2%)
09368	9ucb1amaf$	80% (+-2%)	ko=-1
09368	9ucb1amaf^	79% (+-2%)	eye=0
09368	9ucb1amaf$^	77.2% (+-2.1%)	ko=-1,eye=0

a1353	19u1a%*		61.8% (+-3.2%)	10k
a1353	19u1a%^1 k-14.5	29.2% (+-2.3%)	dynkomi=150
a1353	19u1a% k-14.5	29% (+-2.3%)
a1353	19u1a%^1 k-7.5	30% (+-2.3%)	dynkomi=150
a1353	19u1a% k-7.5	26.5% (+-2.2%)
a1353	19u1a%*^1 k0.5	41.6% (+-3%)	10k, dynkomi=150
a1353	19u1a%* k0.5	45.1% (+-3%)	10k
a1353	19u1a% k0.5	24% (+-2.1%)
a1353	19u1a%^0 k0.5	25.8% (+-2.2%)	dynkomi=100
a1353	19u1a%^1 k0.5	24.2% (+-2.1%)	dynkomi=150
a1353	19u1a%^2 k0.5	25% (+-2.2%)	dynkomi=200

a1267	9ucb1amaf	80.1% (+-2%)
a1267	9ucb1amaf~20	20.3% (+-2%)	val_scale=0.15,val_points=10
a1267	9ucb1amaf~21	6% (+-1.2%)	val_scale=0.15,val_points=20
a1267	9ucb1amaf~22	2.5% (+-0.8%)	val_scale=0.15,val_points=30
a1267	9ucb1amaf~00	20.2% (+-1.2%)	val_scale=0.05,val_points=10
a1267	9ucb1amaf~11	5.8% (+-1.2%)	val_scale=0.10,val_points=20
a1267	9ucb1amaf~31	6.5% (+-2%)	val_scale=0.20,val_points=20
a1267	9ucb1amaf~a0	18% (+-1.9%)	val_scale=0.01,val_points=10
a1267	9ucb1amaf~a1	3.5% (+-0.9%)	val_scale=0.01,val_points=20
a1267	9ucb1amaf~b1	6.8% (+-1.3%)	val_scale=0.02,val_points=20
a1267	9ucb1amaf~bx	2.3% (+-0.7$)	val_scale=0.02,val_points=80
a1267	19ucb1amaf%	21.8% (+-2.1%)

2b830	9ucb1amaf	73% (+-2.2%)
2b830	9ucb1amaf_	79% (+-2%)	global atari check picks moves across all atari groups
2b830	9ucb1amaf~b1	3.8% (+-1%)	val_scale=0.02,val_points=20
2b830	19ucb1amaf%	20.7% (+-3%)
2b830	19ucb1amaf%_	20.1% (+-2.4%)	global group atari check picks move across all groups

<Bugfixing ensues>

cc80e	9ucb1amaf	76.8% (+-2.1%)
cc80e	19ucb1amaf%_	18.8% (+-2.7%)	8 neighbors are examined instead of 4 in local atari/2lib check

e2a49	9ucb1amaf	81.2% (+-2%)
e2a49	9ucb1amaf_	75.8% (+-2.1%)	liberal 2-liberty check (take even liberty where opponent can't play)
e2a49	9ucb1amaf 2k	71.2% (+-2.3%)
e2a49	9ucb1amaf 3k	65.5% (+-2.4%)
e2a49	19ucb1amaf%	25.3% (+-2.1%)	??? suspicious bump in percentage
e2a49	19ucb1amaf%*3	25.4% (+-3.7%)	explore_p=0

f3603	9ucb1amaf	75.8% (+-2.1%)
f3603	9ucb1amaf~b1	7% (+-1.3%)	val_scale=0.02,val_points=20
f3603	19ucb1amaf%	19.4% (+-2.1%)

<fixed non-integer results in AMAF>

fba31	9ucb1amaf 40k	94.2% (+-1.2%)
fba31	9ucb1amaf~b1	78% (+-2.1%)	val_scale=0.02,val_points=20
fba31	9ucb1amaf~ax	80.8% (+-2%)	val_scale=0.01,val_points=80
fba31	19ucb1amaf%	20.7% (+-2.2%)
fba31	19ucb1amaf%~a0	20.9% (+-2.2%)	val_scale=0.01,val_points=10
fba31	19ucb1amaf%~ax	23.2% (+-2.1%)	val_scale=0.01,val_points=80
fba31	19ucb1amaf%~b1	22.3% (+-2.2%)	val_scale=0.02,val_points=20

3d0d9	19k-14.5 a%	29.5% (+-2.3%)
3d0d9	19k-14.5 a%^0	29.9% (+-2.5%)	dynkomi=100
3d0d9	19k-14.5 a%^1	37% (+-2.4%)	dynkomi=150
3d0d9	19k-14.5 a%^2	38.6% (+-2.6%)	dynkomi=200
3d0d9	19k-14.5 a%^3	34.7% (+-2.5%)	dynkomi=250

c40e2	19h2 u1a%	36.2% (+-2.4%)
c40e2	19h3 u1a%	43% (+-2.5%)
c40e2	19h4 u1a%	50.7% (+-2.9%)

c035e	9ucb1amaf	77.5% (+-2.1%)
1d4f8	9ucb1amaf	77% (+-2.1%)
1d4f8	9ucb1amaf*1	84% (+-1.8%)	explore_p=0.02
1d4f8	9ucb1amaf*3	84.5% (+-1.8%)	explore_p=0.002
1d4f8	9ucb1amaf%*1	81.8% (+-1.9%)	prior=eqex=20,explore_p=0.02
1d4f8	9ucb1amaf%*2	81.8% (+-1.9%)	prior=eqex=20,explore_p=0.002
1d4f8	9ucb1amaf%*3	85.2% (+-1.9%)	prior=eqex=20,explore_p=0
1d4f8	9km0 u1a	60.2% (+-2.5%)
1d4f8	9km0 u1a*1	61.2% (+-2.4%)	explore_p=0.02
1d4f8	9km0 u1a*3	61% (+-2.4%)	explore_p=0
1d4f8	9km0 u1a%*1	65% (+-2.4%)	prior=eqex=20,explore_p=0.02
1d4f8	9km0 u1a%*3	65.2% (+-2.4%)	prior=eqex=20,explore_p=0

1d4f8	19u1a%		17.4% (+-2.3%)
1d4f8	19u1a%2		21.4% (+-3.7%)	prior=eqex=40
1d4f8	19u1a%*x	0% (+-0%)	explore_p=0.6
1d4f8	19u1a%*0	13% (+-1.7%)	explore_p=0.2
1d4f8	19u1a%*1	23.4% (+-2.4%)	explore_p=0.02
1d4f8	19u1a%*2	25% (+-2.4%)	explore_p=0.002
1d4f8	19u1a%*3	22.4% (+-2.9%)	explore_p=0
1d4f8	19u1a%2*3	29.4% (+-3.2%)	explore_p=0,prior=eqex=40
1d4f8-67561 19u1a%	10.6% (+-2.3%)	1d4f8 perspective - something deeply rotten, eh? ;)
c035e-67561 19u1a%*1	44.1% (+-2.6%)	explore_p=0.02, c035e perspective
1d4f8-67561 19u1a%*1	41.7% (+-2.9%)	explore_p=0.02, 1d4f8 perspective - better than old exp., but still regression

7b125	19u1a%		15.7% (+-2.4%)	<exploration bias moves back into the beta-term>
16ac5	19u1a%		15.3% (+-4.7%)	<restored explore_p_rave bias term on top of 7b125>

More dynkomi experiments:
1d4f8	19h2ua%*1~ax	31.8% (+-2.5%)	explore_p=0.02,val_scale=0.01,val_points=80
1d4f8	19h2ua%*1~ax^2	38.4% (+-2.6%)	explore_p=0.02,val_scale=0.01,val_points=80,dynkomi=200
1d4f8	19h4ua%*1	49.2% (+-2.5%)	explore_p=0.02
1d4f8	19h4ua%*1^1	59.5% (+-2.5%)	explore_p=0.02,dynkomi=150
1d4f8	19h4ua%*1^2	63.8% (+-2.4%)	explore_p=0.02,dynkomi=200
1d4f8	19h4ua%*1~a1	52.2% (+-2.5%)	explore_p=0.02,val_scale=0.01,val_points=20
1d4f8	19h4ua%*1~a1^1	58.5% (+-2.5%)	explore_p=0.02,val_scale=0.01,val_points=20,dynkomi=150
1d4f8	19h4ua%*1~ax	51.5% (+-2.5%)	explore_p=0.02,val_scale=0.01,val_points=80
1d4f8	19h4ua%*1~ax^1	58.7% (+-2.6%)	explore_p=0.02,val_scale=0.01,val_points=80,dynkomi=150
1d4f8	19h4ua%*1~ax^2	63.5% (+-2.4%)	explore_p=0.02,val_scale=0.01,val_points=80,dynkomi=200
1d4f8	19h4ua%2*3~ax^2	66.8% (+-2.4%)	explore_p=0,prior=eqex=40,val_scale=0.01,val_points=80,dynkomi=200

2e4fa	19u1a%*1	30.1% (+-2.3%)	explore_p=0.02

<New defaults - explore_p=0,prior=eqex=40>

d032a	9u1a		82.2% (+-1.9%)
d032a	9u1a%1		85.2% (+-1.8%)	prior=eqex=20
d032a	9k0u1a		66% (+-2.4%)
d032a	9k0u1a@		62.2% (+-2.4%)	prior=ko=-1
d032a	9k0u1a%1	64.8% (+-2.4%)	prior=eqex=20
d032a	9k0u1a~a1	59.5% (+-2.5%)	val_scale=0.01,val_points=20
d032a	9k0u1a~ax	67.8% (+-2.3%)	val_scale=0.01,val_points=80
d032a	9k0u1a~b1	65.8% (+-2.4%)	val_scale=0.02,val_points=20
d032a	9k0u1a~bx	65.5% (+-2.4%)	val_scale=0.02,val_points=80
d032a	9k0u1a*1	64.2% (+-2.4%)	explore_p=0.02
d032a	9k0u1a*1%1	67% (+-2.4%)	explore_p=0.02,prior=eqex=20
d032a	9k0u1a^10	62.8% (+-2.4%)	dynkomi=10
d032a	9k0u1a^20	64% (+-2.4%)	dynkomi=20
d032a	9k0u1a^40	50.5% (+-2.5%)	dynkomi=40
d032a	9k0u1a^60	25.3% (+-2.5%)	dynkomi=60
d032a	19u1a		33% (+-3.2%)
d032a	19u1a@		33.5% (+-3.3%)	prior=ko=-1
d032a	19u1a*1%1	30% (+-3.1%)	explore_p=0.02,prior=eqex=20
d032a	19u1a~a20	33% (+-2.8%)	val_scale=0.01,val_points=20
d032a	19u1a~a80	31.2% (+-3.2%)	val_scale=0.01,val_points=80
d032a	19u1a~a150	34.5% (+-2.8%)	val_scale=0.01,val_points=150
d032a	19u1a~a360	33.2% (+-2.8%)	val_scale=0.01,val_points=360

<Fix the counter-atari check to actuall work at all>

8ce82	9u1a		85.2% (+-1.8%)
8ce82	9k0u1a		69.8% (+-2.3%)
8ce82	9u1a$		89% (+-1.6%)	games=6666
8ce82	9k0u1a$		72.8% (+-2.2%)	games=6666
8ce82	19u1a		36.8% (+-2.4%)
8ce82	19u1a@		34.5% (+-2.4%)	prior=ko=-1
8ce82	19u1a~a361	36.8% (+-2.4%)	val_scale=0.01,val_points=361
8ce82	19u1a~b361	36.5% (+-2.4%)	val_scale=0.02,val_points=361

<#define NO_DOOMED_GROUPS; this also pertains a speedup,
 so we test with original 5k and 6.6k playouts (appropriate
 for measured speedup on 19x19)>

f4cb0	9u1a		83.2% (+-1.9%)
f4cb0	9u1a$		87.5% (+-1.7%)	games=6666
f4cb0	9k0u1a		64% (+-2.4%)
f4cb0	9k0u1a$		66.2% (+-2.4%)	games=6666
f4cb0	19u1a		32.5% (+-2.3%)
f4cb0	19u1a~b361	31.8% (+-2.3%)	val_scale=0.02,val_points=361
f4cb0	19u1a$		42% (+-2.5%)	games=6666
f4cb0	19u1a$~b361	42.5% (+-2.5%)	games=6666,val_scale=0.02,val_points=361

<Set default to val_scale=0.02,val_points=-1>

7d1c7	9k0u1a		63.5% (+-2.4%)
7d1c7	9k0u1a$		68.2% (+-2.3%)	games=6666
7d1c7	9k0u1a~x	61.8% (+-2.4%)	val_extra
7d1c7	9k0u1a~10	68.2% (+-2.3%)	val_points=10
7d1c7	9k0u1a~20	71.5% (+-2.3%)	val_points=20
7d1c7	9k0u1a^		63.8% (+-1.7%)	ladders=0
7d1c7	9k0u1a+		61.6% (+-1.7%)	pattern2=1

7d1c7	19u1a		30.5% (+-2.3%)
7d1c7	19u1a$		40.2% (+-2.2%)	games=6666
7d1c7	19u1a~x		31.2% (+-2.3%)	val_extra
7d1c7	19u1a~10	30.2% (+-2.3%)	val_points=10
7d1c7	19u1a~20	30.8% (+-2.3%)	val_points=20
7d1c7	19u1a@		31.2% (+-2.3%)	prior=ko=-1

Playout randomization experiments:
7d1c7	9k0u1a%95	64% (+-1.8%)	rate=95
7d1c7	9k0u1a%80	65.8% (+-1.8%)	rate=80
7d1c7	9k0u1a%70	67.1% (+-1.7%)	rate=70
7d1c7	9k0u1a%65	68.5% (+-1.4%)	rate=65
7d1c7	9k0u1a%60	66.4% (+-1.7%)	rate=60
7d1c7	9k0u1a%55	65.8% (+-1.7%)	rate=55
7d1c7	9k0u1a%50	63% (+-1.7%)	rate=50
7d1c7	9k0u1a%45	57.6% (+-1.7%)	rate=45
7d1c7	9k0u1a%65#80	64.7% (+-1.7%)	rate=65,patternrate=80
7d1c7	9k0u1a%65&80	68.1% (+-1.6%)	rate=65,selfatarirate=80
7d1c7	9k0u1a%65&95	64% (+-1.7%)	rate=65,selfatarirate=95
7d1c7	9k0u1a%90!50	66.4% (+-1.7%)	rate=90,atarirate=50
7d1c7	9k0u1a%90=50	64.2% (+-1.7%)	rate=90,capturerate=50
7d1c7	19u1a%99	32.2% (+-2.4%)	rate=99
7d1c7	19u1a%95	32.5% (+-2.3%)	rate=95
7d1c7	19u1a%85	33% (+-2.4%)	rate=85
7d1c7	19u1a%80	25.8% (+-2.1%)	rate=80
7d1c7	19u1a%65	22.2% (+-2.2%)	rate=65

Even game heuristics experiments:
</ == even prior is added to both normal and AMAF values>
7d1c7	9k0u1a!		68.2% (+-1.6%)	amaf_prior=0
7d1c7	9k0u1a!~10	65.8% (+-1.7%)	amaf_prior=0,prior=even=10
7d1c7	9k0u1a/		55.7% (+-1.8%)
7d1c7	9k0u1a/!	57% (+-1.8%)	amaf_prior=0
7d1c7	9k0u1a/!~0	8.2% (+-1.4%)	amaf_prior=0,prior=even=0
7d1c7	9k0u1a/!~2	66% (+-1.7%)	amaf_prior=0,prior=even=2
7d1c7	9k0u1a/!~4	63.6% (+-1.7%)	amaf_prior=0,prior=even=4
7d1c7	9k0u1a/!~6	61.8% (+-1.7%)	amaf_prior=0,prior=even=6
7d1c7	9k0u1a/!~10	65.4% (+-1.7%)	amaf_prior=0,prior=even=10

7d1c7	19u1a!~10	28.8% (+-2.3%)	amaf_prior=0,prior=even=10
7d1c7	19u1a/		13.5% (+-1.7%)
7d1c7	19u1a/!		17.2% (+-1.9%)	amaf_prior=0
7d1c7	19u1a/!~0	0%		amaf_prior=0,prior=even=0
7d1c7	19u1a/!~2	31% (+-2.3%)	amaf_prior=0,prior=even=2
7d1c7	19u1a/!~4	32.8% (+-2.3%)	amaf_prior=0,prior=even=4
7d1c7	19u1a/!~6	32.8% (+-2.3%)	amaf_prior=0,prior=even=6
7d1c7	19u1a/!~10	33.8% (+-2.4%)	amaf_prior=0,prior=even=10
7d1c7	19u1a/!~16	23.5% (+-2.1%)	amaf_prior=0,prior=even=16

More dynkomi experiments:
7d1c7	19k0u1a		36.2% (+-2.4%)
7d1c7	19k0u1a^	40.8% (+-2.5%)	dynkomi=200	extra komi is 7.5
7d1c7	19k0u1a^_1	40.2% (+-2.5%)	dynkomi=200	extra komi is 5.5
7d1c7	19k0u1a^_2	40% (+-2.4%)	dynkomi=200	extra komi is 8

7d1c7	19h2u1a		46.2% (+-2.5%)
7d1c7	19h2u1a^	50.8% (+-2.5%)	dynkomi=200	extra komi is 15
7d1c7	19h2u1a^_1	47.5% (+-2.5%)	dynkomi=200	extra komi is 11.5
7d1c7	19h2u1a^_2	50.5% (+-2.5%)	dynkomi=200	extra komi is 16

7d1c7	19h3u1a		54% (+-2.5%)
7d1c7	19h3u1a^	59.2% (+-2.5%)	dynkomi=200	extra komi is 22.5
7d1c7	19h3u1a^_1	61.5% (+-2.4%)	dynkomi=200	extra komi is 18.5
7d1c7	19h3u1a^_2	58.2% (+-2.5%)	dynkomi=200	extra komi is 22

7d1c7	19h4u1a		63% (+-2.4%)
7d1c7	19h4u1a^_20	62.5% (+-2.4%)	dynkomi=200	extra komi is 80
7d1c7	19h4u1a^_16	67.5% (+-2.3%)	dynkomi=200	extra komi is 64
7d1c7	19h4u1a^_12	74.5% (+-2.2%)	dynkomi=200	extra komi is 48
7d1c7	19h4u1a^	71.8% (+-2.4%)	dynkomi=200	extra komi is 30
7d1c7	19h4u1a^_1	67.5% (+-2.3%)	dynkomi=200	extra komi is 27.5
7d1c7	19h4u1a^_2	71.5% (+-2.3%)	dynkomi=200	extra komi is 28

7d1c7	19h5u1a		69.3% (+-2.4%)
7d1c7	19h5u1a^_20	48.3% (+-2.5%)	dynkomi=200	extra komi is 100
7d1c7	19h5u1a^_16	77.5% (+-2.1%)	dynkomi=200	extra komi is 80
7d1c7	19h5u1a^_12	76.5% (+-2.1%)	dynkomi=200	extra komi is 60
7d1c7	19h5u1a^	80.4% (+-2.1%)	dynkomi=200	extra komi is 37.5
7d1c7	19h5u1a^_1	81.5% (+-1.9%)	dynkomi=200	extra komi is 35.5
7d1c7	19h5u1a^_2	79.5% (+-2%)	dynkomi=200	extra komi is 34

a9249	9k0u1a		65.5% (+-2.4%)	[prior=cfgd=3%40%20%20]
a9249	9k0u1a*1	64.5% (+-2.4%)	prior=cfgd=1%40
a9249	9k0u1a*2	64.2% (+-2.4%)	prior=cfgd=2%40%20
a9249	9k0u1a*3	63.5% (+-2.4%)	prior=cfgd=4%40%30%20%10
a9249	19u1a		30.5% (+-2.3%)	[prior=cfgd=3%40%20%20]
a9249	19u1a*1		23.5% (+-2.1%)	prior=cfgd=1%40
a9249	19u1a*2		25.8% (+-2.2%)	prior=cfgd=2%40%20
a9249	19u1a*3		26.5% (+-2.2%)	prior=cfgd=3%40%10%10
a9249	19u1a*4		23.2% (+-2.1%)	prior=cfgd=4%40%30%20%10
a9249	19u1a*5		23% (+-2.1%)	prior=cfgd=4%40%30%30%5
a9249	19u1a*6		25% (+-2.2%)	prior=cfgd=4%40%30%30%20

44216	19u1a		30% (+-2.3%)
44216	19u1a+		24% (+-2.1%)	pattern2=1
44216	19u1a%60	26% (+-2.2%)	prior=eqex=60
44216	19u1a!%10	29.8% (+-2.3%)	amaf_prior=0,prior=eqex=10
44216	19u1a!%20	25% (+-2.4%)	amaf_prior=0,prior=eqex=20
44216	19u1a!%30	32.5% (+-2.3%)	amaf_prior=0,prior=eqex=30
44216	19u1a!		36.8% (+-2.4%)	amaf_prior=0,[prior=eqex=40]
44216	19u1a!%50	27.8% (+-2.2%)	amaf_prior=0,prior=eqex=50
44216	19u1a!%60	25.2% (+-2.2%)	amaf_prior=0,prior=eqex=60

938a4	9k0u1a		65.5% (+-1.7%)
938a4	9k0u1a~0	68.8% (+-2.3%)	val_points=0
938a4	9k0u1a!%30	71.2% (+-2.3%)	amaf_prior=0,prior=eqex=30
938a4	9k0u1a!		71% (+-2.3%)	amaf_prior=0,[prior=eqex=40]
938a4	9k0u1a!%50	65% (+-2.4%)	amaf_prior=0,prior=eqex=50
938a4	9k0u1a!%65	64% (+-2.4%)	amaf_prior=0,prior=eqex=65
938a4	9k0u1a#1	20.5% (+-2%)	root_heuristic,root_rave=1
938a4	9k0u1a#0.6	57.2% (+-2.5%)	root_heuristic,root_rave=0.6
938a4	9k0u1a#0.2	63.2% (+-2.4%)	root_heuristic,root_rave=0.2
938a4	9k0u1a#0.02	65.6% (+-2.4%)	root_heuristic,root_rave=0.02
a3010	19u1a		30.2% (+-2.3%)
938a4	19u1a		31.2% (+-2.3%)
938a4	19u1a~10	31.2% (+-2.3%)	prior=even=10
a3010	19u1a#1.6	23.5% (+-2.1%)	root_heuristic,root_rave=1.6
a3010	19u1a#1		26% (+-2.2%)	root_heuristic,root_rave=1
a3010	19u1a#0.6	28% (+-2.2%)	root_heuristic,root_rave=0.6
a3010	19u1a#0.2	29% (+-2.3%)	root_heuristic,root_rave=0.2
938a4	19u1a#0.05	29.2% (+-2.3%)	root_heuristic,root_rave=0.05
938a4	19u1a#0.02	27.2% (+-2.2%)	root_heuristic,root_rave=0.02
938a4	19u1a#0.005	33.8% (+-2.4%)	root_heuristic,root_rave=0.005

4e89f	19u1		0%
4e89f	19u1a		30.5% (+-2.3%)
4e89f	19u1a#95	28.5% (+-2.3%)	rate=95
4e89f	19u1a#100/95	32.5% (+-2.3%)	rate=100,selfatarirate=95
4e89f	19u1a%02	1% (+-0.5%)	explore_p=0.2
4e89f	19u1a%002	30.5% (+-2.3%)	explore_p=0.02

4e89f	19u1a*10	22% (+-2.1%)	prior=cfgd=3%20%10%5
4e89f	19u1a*11	25.5% (+-2.1%)	prior=cfgd=3%30%10%10
4e89f	19u1a*12	26.5% (+-2.2%)	prior=cfgd=3%30%20%10
4e89f	19u1a*13	25.5% (+-2.1%)	prior=cfgd=3%30%20%20
4e89f	19u1a		28% (+-2.2%)	[prior=cfgd=3%40%20%20]
4e89f	19u1a*15	19.8% (+-2%)	prior=cfgd=3%50%20%20
4e89f	19u1a*16	21.5% (+-2.1%)	prior=cfgd=3%50%30%20
4e89f	19u1a*17	25.5% (+-2.2%)	prior=cfgd=3%50%30%30
4e89f	19u1a*18	25.2% (+-2.2%)	prior=cfgd=3%50%40%30
4e89f	19u1a*19	24.5% (+-2.2%)	prior=cfgd=3%50%40%40
4e89f	19u1a*1a	23% (+-2.1%)	prior=cfgd=3%60%30%10
4e89f	19u1a*1b	25.8% (+-2.2%)	prior=cfgd=3%60%40%30
4e89f	19u1a*1c	26.8% (+-2.2%)	prior=cfgd=3%60%50%40
