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Pokersnowie question Pokersnowie question

10-01-2016 , 11:39 PM
Quote:
Originally Posted by browni3141
It seems like Snowie offers advice that is pretty bat**** crazy in some spots. After reading one of Arty's posts in BQ, I wanted to see how Snowie deals with having a narrow, capped pre-flop range on bad boards. 100NL 6-max UTG opens to 3xBB and faces a BU 3-bet to 10.5xBB. UTG calls with a range of 99-JJ, AJs-AQs. It seems to me that this range is going to be very hard to play on a large number of boards. On Axx boards our strongest hand is AQ when BU can have AK, AA and some light 3-bets which hit 2P/sets. On Kxx our strongest hand is second pair. On any board 8-high or lower our opponent has QQ+ and we have no sets. We can get a board which smashes our range like JT8 and effectively win nearly the whole pot, but these are rare.

So I looked at the A73 and gave UTG AQ. UTG checks AQs along with it's whole range here, which seems clearly correct. BU bets 1/2 pot 36% of the time, which seems low to me and I see that Snowie is only betting 2P+ and bluffs on this flop. When UTG bets 1/2 pot Snowie defends AQ/AJ only and folds 71% of the time. Now things get weird. Turn is T and snowie leads 1/4 pot for an EV of 23.45 This seems blatantly incorrect as the turn adds no strong hands to our range, our range is face-up so our opponent's range is polarized. The turn seems like an obvious check. Of course BU only folds to this bet 6% of the time, but his defending strategy is ridiculous. Snowie says raise 1/2 pot 30% of the time with a range of only bluffs, and call 63% with a range of 2P+ and some floats. When the opponent raises Snowie says to never fold, which makes sense if the opponent's range is 100% bluffs, but in practice and theory this line is nuts.

After BU calls and the river is the 4, Snowie says the EV of betting 1/4 pot again is equal to the EV of checking at 30.38, which is obviously wrong because the opponent can just jam on us with a balanced range. Snowie then says BU should raise 1/4 pot with all hands that can beat AQ, but no bluffs. Obviously the correct bet size here is all-in and we should have a balanced number of bluffs. Snowie still thinks we should call the raise sometimes even though the opponent's range has no bluffs.

Going back, if the flop goes x/x and the turn is the same T, Snowie says check TT and bet the rest at 1/4 pot, which is again nuts as it makes it impossible for us to get value with TT and our betting range is weak.

IDK wtf is going on. Does Snowie just completely suck at playing narrow ranges?
I would be interested in a response from Snowie on this
Pokersnowie question Quote
10-02-2016 , 08:31 PM
Snowie doesn't recommend a 3bb strategy from UTG in 6-max, I would guess exactly because of these awkward spots. What I'm saying is that Snowie probably found that opening 3bb yields a lower range EV compared to opening 2bb or 2.25bb
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10-02-2016 , 09:32 PM
Quote:
Originally Posted by ETBrooD
Snowie doesn't recommend a 3bb strategy from UTG in 6-max, I would guess exactly because of these awkward spots. What I'm saying is that Snowie probably found that opening 3bb yields a lower range EV compared to opening 2bb or 2.25bb
Doing the same thing with a 2xBB open and facing a 7.5xBB BU 3!

Snowie says call {ATs-AQs, 77-JJ}.

Flop A73, now Snowie wants to bet 1/4 pot with 88-TT a small percentage of the time.

When BU is checked to Snowie bets more often now. 45% of the time. It uses a mixed strategy with AK instead of always checking it now, except AK with BDFD is still checked always.

When UTG faces a bet of 1/2 pot it now defends AQs-ATs, 77 by calling, and raises 77 50% of the time. No bluffs to go with 77 in its raising range.

On the T turn Snowie now checks it's 77/AT sometimes, and bets the rest of it's range at 1/4 pot. When the BU faces this bet it still recommends raising with a range of only bluffs, 39% of the time now.

When BU calls and the river is the 4, Snowie now recommends a mixed strategy with all hands except 77 which is always checked. It still leads with the 1/4 pot sizing. Now when Snowie gets shipped on (still all value) it wants to fold 80% of the time (opponent risking 75.25 to win 64 in the scenario I set up)

Snowie thinks BU should call twice with hands like KT instead of turning them into bluffs, despite them not beating anything in UTG's betting range.

Still some wacky stuff...
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10-03-2016 , 07:34 PM
Quote:
Originally Posted by browni3141
Snowie thinks BU should call twice with hands like KT instead of turning them into bluffs, despite them not beating anything in UTG's betting range.
I see things like this quite often when I analyse my errors in the the training challenges. I don't fully understand what's going on, but I think it's partly due to sample-size issues, as discussed earlier in the thread.
i.e. When the neural network was training against bots with bad/random strategies, it would find that some hands are +EV calls on the river against those imperfect ranges, so those hands get added to the database as "+EV calls", although they don't make money against the (supposedly) "optimal" range that Snowie itself would bet. I'd guess that Snowie needs to play against itself more. :/

I presume that the problems are compounded when the database is augmented with (rather than replaced by) new results using new bet-sizes, since a database of results (particularly the EV figures) from training with half pot bets isn't going to be accurate once quarter-pot bets (and entirely new strategies for the earlier streets) are also allowed.

Snowie is still learning and still does "weird" stuff. It probably always will. The game is too big for it to have learned the solution for every possible spot and every possible strategy.

One little thing that I'd add is that while there are lots of things that Snowie does that look weird to humans like us, I think it's probably true that GTO poker actually IS quite weird. I wouldn't be particularly surprised if min-betting into a 20bb pot is sometimes optimal. The bots at the annual computer poker AI competition were doing that sort of thing years ago, and we also saw "weird" stuff like Claudico betting 18x pot with T5 high. If you're using mixed strategies that involve very low frequencies with some combos, you can probably do just about anything and call it GTO.

Last edited by ArtyMcFly; 10-03-2016 at 07:44 PM.
Pokersnowie question Quote
10-04-2016 , 01:03 AM
Quote:
Originally Posted by browni3141
Doing the same thing with a 2xBB open and facing a 7.5xBB BU 3!

Snowie says call {ATs-AQs, 77-JJ}.

Flop A73, now Snowie wants to bet 1/4 pot with 88-TT a small percentage of the time.

When BU is checked to Snowie bets more often now. 45% of the time. It uses a mixed strategy with AK instead of always checking it now, except AK with BDFD is still checked always.

When UTG faces a bet of 1/2 pot it now defends AQs-ATs, 77 by calling, and raises 77 50% of the time. No bluffs to go with 77 in its raising range.

On the T turn Snowie now checks it's 77/AT sometimes, and bets the rest of it's range at 1/4 pot. When the BU faces this bet it still recommends raising with a range of only bluffs, 39% of the time now.

When BU calls and the river is the 4, Snowie now recommends a mixed strategy with all hands except 77 which is always checked. It still leads with the 1/4 pot sizing. Now when Snowie gets shipped on (still all value) it wants to fold 80% of the time (opponent risking 75.25 to win 64 in the scenario I set up)

Snowie thinks BU should call twice with hands like KT instead of turning them into bluffs, despite them not beating anything in UTG's betting range.

Still some wacky stuff...
It's not surprising that Snowie gives wacky advice when you consider that the developers of Snowie are not real poker players. It's a bot training vs. bots. Not real world at all.
As far as hoping that they explain some of the stuff, it's never going to happen as they don't know enough poker to explain anything.

http://www.thehendonmob.com/search/?...search=Olivier
There is nothing to document that Olivier Egger has made money playing poker.

http://www.thehendonmob.com/search/?...hannes&search=
There is nothing to document that Johannes Strassmann has made money playing poker.
Neither appears in thehendonmob.com database.

I would like for them to post their screen names on some poker sites so that we can check with sharkscope.com and see if they actually play poker.

They are trying to cash in on the success of their Backgammon bot but that does not translate well to real world poker.

And to the poster stating that Snowie beat Jungleman that is not true at all. Jungleman beat the hell out of snowie HU. Don't take what some of these cheerleaders say at face value.

I have seen a video of player at the 2016 WSOP say that they played a hand according to Pio solver. If there is a video of pro saying they played a hand according to Snowie I will like to see it.

Last edited by wwwin; 10-04-2016 at 01:32 AM.
Pokersnowie question Quote
10-04-2016 , 02:26 AM
Quote:
Originally Posted by wwwin
http://www.thehendonmob.com/search/?...hannes&search=
There is nothing to document that Johannes Strassmann has made money playing poker.
Neither appears in thehendonmob.com database.

I would like for them to post their screen names on some poker sites so that we can check with sharkscope.com and see if they actually play poker.
Johannes Strassmann died more than 2 years ago (under rather mysterious circumstances), he was the coach of 2011 WSOP ME winner Pius Heinz.

He was Team PokerStars pro and 3rd in the all-time ranking of the EPT in 2010.
http://pokerdb.thehendonmob.com/player.php?a=r&n=82320
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10-04-2016 , 03:50 AM
Quote:
Originally Posted by ArtyMcFly
One little thing that I'd add is that while there are lots of things that Snowie does that look weird to humans like us, I think it's probably true that GTO poker actually IS quite weird. I wouldn't be particularly surprised if min-betting into a 20bb pot is sometimes optimal. The bots at the annual computer poker AI competition were doing that sort of thing years ago, and we also saw "weird" stuff like Claudico betting 18x pot with T5 high. If you're using mixed strategies that involve very low frequencies with some combos, you can probably do just about anything and call it GTO.
It is worse than "weird," though. Some of the things I've found Snowie do are provably incorrect, like betting and folding 100% of the time to a raise (checking is clearly better), or betting the river when the opponent's range is perfectly polarized, which happened in my example when Snowie narrowed it's range to two hands.

About the other stuff you said, I guess I didn't realize how Snowie works. It actually sounds like some of the lines it takes are exploitative against the opponents it has trained against and not even designed to be an approximation of GTO. I thought Snowie was supposed to be a pseudo-GTO engine. That doesn't seem to be what it is.

The sample size issue makes sense.
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10-04-2016 , 06:40 AM
they claim that snowie has played millions of hands vs himself and improved along the way to the point where he is right now right ? i never used snowie but was thinking about trying the trial version, the one thing i was always wondering about is: is there any kind of proof that playing how snowie suggests will even beat the small limits like NL10 or NL25 on stars ?? is there some samplesize available of someone playing exacly like snowie and winning over a good sample ?
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10-04-2016 , 12:01 PM
Quote:
Originally Posted by YoungKhalifa
they claim that snowie has played millions of hands vs himself and improved along the way to the point where he is right now right ? i never used snowie but was thinking about trying the trial version, the one thing i was always wondering about is: is there any kind of proof that playing how snowie suggests will even beat the small limits like NL10 or NL25 on stars ?? is there some samplesize available of someone playing exacly like snowie and winning over a good sample ?
No and there never will be. They total set of strategies are too complex for anyone to implement with precision.
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10-04-2016 , 06:38 PM
Quote:
Originally Posted by +VLFBERH+T
Johannes Strassmann died more than 2 years ago
I think the troll meant Johannes Levermann.
But why he thinks some "experts" in the field of neural networks should be good at poker is a mystery.
Anyone that saw the Humans vs AI challenge featuring Doug Polk and friends could tell that the lead scientist behind the Claudico bot (Tuomas Sandholm) barely understood rudimentary poker strategy, but that didn't stop him from making a very strong HU bot.

Quote:
Originally Posted by browni3141
About the other stuff you said, I guess I didn't realize how Snowie works. It actually sounds like some of the lines it takes are exploitative against the opponents it has trained against and not even designed to be an approximation of GTO. I thought Snowie was supposed to be a pseudo-GTO engine. That doesn't seem to be what it is.
I think when they launched it, the programmers almost believed their own hype, but it appears that the "brute forcing" algorithm (running the bots against multiple "random" strategies) hasn't worked out quite as well as expected, because the game can be "infinitely" big if you have to deal with every possible bet-size. I'm kind of guessing here, but it seems that abstractions (like those used by solvers) get more accurate results more quickly. Snowie seems to do quite badly in some specific situations, such as that A73 hand you posted.

Last edited by ArtyMcFly; 10-04-2016 at 06:49 PM.
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10-04-2016 , 07:49 PM
I liked playing around with Snowie but I would really like if the strategies were represented by the more common 13 x 13 Range heat map. The pie charts and lists were ok. I guess I am just a visual person.
Pokersnowie question Quote
10-04-2016 , 11:16 PM
Quote:
Originally Posted by +VLFBERH+T
Johannes Strassmann died more than 2 years ago (under rather mysterious circumstances), he was the coach of 2011 WSOP ME winner Pius Heinz.

He was Team PokerStars pro and 3rd in the all-time ranking of the EPT in 2010.
http://pokerdb.thehendonmob.com/player.php?a=r&n=82320
Thank you for the correction. When I searched nothing came up.
What was his relationship to PokerSnowie?? Shame he died so young.
Pokersnowie question Quote
10-04-2016 , 11:32 PM
Quote:
Originally Posted by ArtyMcFly
I think the troll meant Johannes Levermann.
But why he thinks some "experts" in the field of neural networks should be good at poker is a mystery.
Anyone that saw the Humans vs AI challenge featuring Doug Polk and friends could tell that the lead scientist behind the Claudico bot (Tuomas Sandholm) barely understood rudimentary poker strategy, but that didn't stop him from making a very strong HU bot.

.
If the bots are only playing other bots, then some expert in the field of neural networks might be OK and probably only HU.
When you have Bot vs. Human, a human that plays the players, unless the developers know about poker and program some way to change playing style depending of the other players' propensities, the Bot becomes quite beatable, as Snowie is and anyone playing like Snowie also becomes quite an easy target. Snowie's tendencies are so obvious, that it is quite predictable. The opposite of the GTO strategy they claim it teaches.
But hey, if beating a bot makes you feel good, then by all means keep playing against a toy, and for play money, which changes the ballgame. Nobody plays for play money the same way they would play if the stakes are high. That is just the way it is, you cannot change human nature by sheer willpower.

Last edited by wwwin; 10-04-2016 at 11:53 PM.
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10-08-2016 , 07:03 PM
Hi guys, first impression but...........not stupid comments
What do you think about snowie's btn open of 3.5bb?
What sense can have this? ---------->

C
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THANKS
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10-11-2016 , 10:57 AM
Quote:
Originally Posted by Krisssss
Hi guys, first impression but...........not stupid comments
What do you think about snowie's btn open of 3.5bb?
What sense can have this? ---------->
It prevents rake from being generated by forcing opponents to fold more often. Snowie is aware of rake and adjusts his strategy accordingly. At the highest stakes you see Snowie raising small on the button because much less rake is being generated relative to the potsize.

Rake also affects the ranges Snowie plays.
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10-11-2016 , 06:52 PM
Has the new 1/4 pot sizing changed anything in preflop ranges? (I don't have an active snowie subscription right now so I can't see for myself.)

I remember than snowie used to 4bet with quite a large sizing compared to what most players do. But it just didn't have an option to pick a smaller sizing really. And when 4bets are an unattractive options, 3bet strategies are affected as well (more 3bets, with depolarised ranges).

Is it still the same?
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10-11-2016 , 11:03 PM
Quote:
Originally Posted by MiamMiam
Has the new 1/4 pot sizing changed anything in preflop ranges? (I don't have an active snowie subscription right now so I can't see for myself.)

I remember than snowie used to 4bet with quite a large sizing compared to what most players do. But it just didn't have an option to pick a smaller sizing really. And when 4bets are an unattractive options, 3bet strategies are affected as well (more 3bets, with depolarised ranges).

Is it still the same?
Most of the 4-bet ranges are still more or less the same and the preferred sizing is still potsize. One exception I found is SB vs BB where Snowie now 4-bets half pot across all stakes with a very linear range and a higher frequency.

I think one or two sizings between 0.67x and 0.9x would be required to see more significant (and quite frankly, imo better) changes in Snowies strategy. A ~1.55x sizing also seems very important for improved 3-bet ranges as well as postflop play. The lack of these sizings is probably quite detrimental.
Pokersnowie question Quote
10-12-2016 , 10:47 AM
Quote:
Originally Posted by ETBrooD
Most of the 4-bet ranges are still more or less the same and the preferred sizing is still potsize. (...)
I think one or two sizings between 0.67x and 0.9x would be required to see more significant (and quite frankly, imo better) changes in Snowies strategy.
Yeah you're right, 1/4 pot sizings are not what's missing here; I'm dumb :-)
Preflop ranges are almost impossible to solve for, especially with several players left to act, so the trial-and-error approach of neural networks is very interesting, but Snowie is not there yet it seems!
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10-12-2016 , 06:00 PM
Quote:
Originally Posted by MiamMiam
Has the new 1/4 pot sizing changed anything in preflop ranges? (I don't have an active snowie subscription right now so I can't see for myself.)
I've only studied stakes up to 100NL, where the opening ranges haven't changed much (except on the button, where it's using pot-size opens), but the 3-betting/4-betting ranges are slightly different to how they used to be.
I've detected more of a preference for "high card value" and blockers. e.g. It's not opening 22 otb, and it's 3-betting 76s-54s less often in MP-BTN. I believe it's 3-betting AQ/AJ more often. It also 4-bets Axs more often, where it used to have a very small 4-bet "bluff" frequency. It still uses pot for most 4-bets, but now reacts to them by making 1/4 or 1/3 pot 5-bets (effectively minraises).
Pokersnowie question Quote
10-13-2016 , 04:59 AM
The thing that makes it hard for an AI to do well in a field with multiple players is that it is adapting to itself and developing an equilibrium to itself. That means it is learning how to play against itself better. During its early stages of development it could have encountered situations under a smaller sample that gave it reason for being tighter preflop and the AI of itself has adapted to that and solidified it as optimal. Given another trial run it may have been more loose preflop with the assumption that the other players are going to be playing loose as well. Giving it good odds to see flops with some marginal hands.

Maybe I'm wrong about that, but just thinking about it a bit. I wonder if Snowie tried different trials from scratch if it would come to similar conclusions.
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10-13-2016 , 01:44 PM
Quote:
Originally Posted by TheGodson
The thing that makes it hard for an AI to do well in a field with multiple players is that it is adapting to itself and developing an equilibrium to itself. That means it is learning how to play against itself better. During its early stages of development it could have encountered situations under a smaller sample that gave it reason for being tighter preflop and the AI of itself has adapted to that and solidified it as optimal. Given another trial run it may have been more loose preflop with the assumption that the other players are going to be playing loose as well. Giving it good odds to see flops with some marginal hands.

Maybe I'm wrong about that, but just thinking about it a bit. I wonder if Snowie tried different trials from scratch if it would come to similar conclusions.
I don't know if Snowie uses techniques that solvers use, because they say something about training it against "exploitative agents", whatever that is.

Solvers use "counterfactual regret minimization" - if the algorithm is "tight", the maximum exploitive strategy against it will reflect that, and the strategy will be moved more towards "loose" (actually, EV's will be calculated for every possible hand), so it doesn't matter if assumptions used to be "too tight" at some stage. In fact, PioSolver, against a bet, starts with the assumption of "1/3 raise, 1/3 call, 1/3 fold", and works its way from there to equilibrium. Obviously we cannot assume that Snowie found the GTO equilibrium, even for heads-up, because of the vast amount of possibilites even with the bet sizing limitations it uses.
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10-14-2016 , 03:01 AM
Quote:
Originally Posted by browni3141
Doing the same thing with a 2xBB open and facing a 7.5xBB BU 3!

Snowie says call {ATs-AQs, 77-JJ}.

Flop A73, now Snowie wants to bet 1/4 pot with 88-TT a small percentage of the time.

When BU is checked to Snowie bets more often now. 45% of the time. It uses a mixed strategy with AK instead of always checking it now, except AK with BDFD is still checked always.

When UTG faces a bet of 1/2 pot it now defends AQs-ATs, 77 by calling, and raises 77 50% of the time. No bluffs to go with 77 in its raising range.

On the T turn Snowie now checks it's 77/AT sometimes, and bets the rest of it's range at 1/4 pot. When the BU faces this bet it still recommends raising with a range of only bluffs, 39% of the time now.

When BU calls and the river is the 4, Snowie now recommends a mixed strategy with all hands except 77 which is always checked. It still leads with the 1/4 pot sizing. Now when Snowie gets shipped on (still all value) it wants to fold 80% of the time (opponent risking 75.25 to win 64 in the scenario I set up)

Snowie thinks BU should call twice with hands like KT instead of turning them into bluffs, despite them not beating anything in UTG's betting range.

Still some wacky stuff...
Snowie has a limp first in range UTG in six max?
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10-14-2016 , 07:17 AM
Quote:
Originally Posted by tuccotrading
Snowie has a limp first in range UTG in six max?
No. What gave you that idea? I didn't say anything about limping in my post.
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10-15-2016 , 05:10 AM
@Tuccotrading; Browni3141 meant "Snowie says call" as "Snowie says call the 3bet"
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10-16-2016 , 10:28 PM
Does Snowie's 3 bet ranges change much when stacks grow substantially larger than 100bb?
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