So I decided to play 100K hands

PokerSnowie is an artificial intelligence poker training tool.  PokerSnowie learned to play poker by playing against itself -- over and over and over again.

Playing against human opponents, PokerSnowie did pretty well.  It would've made €12.3 Million in profit if it was playing for cash.

I decided to play 100K of hands against in and see how I improved.  In PokerSnowie, the scores presented the errors made -- a lower score is better.  (I've grouped my playing into ~1000 hand selections; they don't necessarily represent a single day of playing.)

Here's my first 20K of hands:

	Rating	Cumulative	# of Hands	Cumulative
Day 1	32.72	n/a	1035	n/a
Day 2	18.43	24.79	1036	2071
Day 3	19.83	23.16	1014	3085
Day 4	26.63	23.69	1010	4095
Day 5	21.99	23.23	1085	5180
Day 6	18.13	22.44	1079	6259
Day 7	19.53	22.08	1038	7297
Day 8	14.11	20.87	1061	8358
Day 9	19.05	20.71	1054	9412
Day 10	12.9	20.01	1015	10427
Day 11	13.85	19.48	1053	11480
Day 12	13.9	18.95	1000	12480
Day 13	15.87	18.67	1000	13480
Day 14	10.96	18.15	1000	14480
Day 15	17.44	18.1	1000	15480
Day 16	11.75	17.83	1000	16480
Day 17	17.2	17.79	1000	17480
Day 18	10.6	17.39	1012	18492
Day 19	8.49	16.92	1075	19567
Day 20	9.63	16.51	1000	20567

Ratings:  0-4 is extraterrestrial;  4-8 is world class; 8-12 is expert; 12-16 is advanced; 16-20 is intermediate; 20+ is beginner.  

The hope is that playing this many hands will give me a better intuitive sense of what I should be playing.  I don't think it can be my own learning method (as some of the guidance is hard to interpret), but it is nice to be able to play a few hundred of hands when the mood strikes.