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HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100

01-13-2017 , 07:27 AM
Damn wrong thread
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote
01-14-2017 , 10:06 PM
Quote:
Originally Posted by vrael111
Damn wrong thread
Truth.

Quote:
Originally Posted by vrael111
l1) why did they "tune" the bot for 200bb instead of 100bb where 99% of action is happening and where all the top pros excel at?
Here and here and here.
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote
01-15-2017 , 05:52 AM
what puzzles me is why didn't test against acpc bots Tartanian and theire own Act1. May be it's results against bots are not that good.
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote
01-15-2017 , 10:13 AM
http://www.theverge.com/2017/1/10/14...-texas-hold-em



Let the marketing wars begin Bot vs bot hu4rollz, do it!

Spoiler:
Quote:
Originally Posted by ArtyMcFly


More science...
Spoiler:
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote
01-15-2017 , 11:35 PM
Looks like a statistical tie from where I am sitting.

Last edited by that_pope; 01-15-2017 at 11:35 PM. Reason: Seriously, you guys are slow.
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote
01-16-2017 , 11:43 AM
i once heard that otbs real name is mike phan tho
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote
01-16-2017 , 11:59 AM
page 2:



AI poker researchers seem to love making comparisons between "HUNL" and go. This paper explains how the size of a texas holdem hu poker game is calculated -- some info:

- hu limit has ~1.38x10^13 info sets (all numbers account for isomorphisms)

- the first hunl format (2007-2008) in the ACPC was 1-2 with 1000 stacks (500bb), which has ~7.23x10^72 info sets

- then the format switched to 1-2 with 400 stacks (200bb) in 2009, which has ~1.39x10^48 info sets

- finally, magic happens:



resulting in ~6.37x10^161 (!) info sets

So now the narrative is that "HUNL" has close to the same size of go, and since it involves incomlete info while go does not, it must be at least equally as tough to solve if not tougher. One wonders how tough HUNL must be if you'd allow for betting cents instead of only whole dollar amounts! #bull****science

Last edited by samooth; 01-16-2017 at 12:04 PM.
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote
01-18-2017 , 09:44 AM
How to market a statistical tie from the other side of the fence:



"huge..." quote is from pokerfuse
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote
01-19-2017 , 06:54 AM
I haven't followed that much but I've just read the paper about Deep Stack and I think it's great. Clearly written, all the terms are explained. Organization is great (important stuff at the top in human readable language, technical details in appendixes). Great job, it's really refreshing to see.

I also think the approach itself is promising although I already have some ideas to improve it but it has to wait
Again, it's very refreshing to see something which actually "thinks" during play and not only relies on running a super-computer for X months to make a huge table which is then read during play with little to no modifications.
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote
01-19-2017 , 04:23 PM
OTR is polar vs cappded situation, so going all in maximizes EV. Pretty easy stuff. And he has to call 1-a.
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote
01-19-2017 , 05:20 PM
If you could bet 10x or 20x the pot you could bet that much too, but do you really think it would be significantly better? It just means that the bot calls with roughly half or 1/4 the frequency that it would against a 5x pot bet.

Last edited by Abbaddabba; 01-19-2017 at 05:26 PM.
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote
01-28-2017 , 08:02 AM
Question 3:



bang bang. DO IT!
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote
01-28-2017 , 04:07 PM
Why did Victor Santos (OtB_RedBaron)
not play more hands against the bot?
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote
03-02-2017 , 08:55 PM
The makers of Deepstack have started some sort of publicity blitz to coincide with the release of their new research paper.

(Click the tweet above for a 30-message thread).

Unlike Libratus, it can play any stack size. It runs on a laptop, takes a maximum of 5 seconds to compute the best move and will apparently soon be destroying all-comers in HU tournaments on Twitch.

EDIT: Nerdy stuff at http://www.deepstack.ai

Last edited by ArtyMcFly; 03-02-2017 at 09:01 PM.
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote
03-02-2017 , 09:33 PM
It's so aggravating how poker AI market themselves. Maybe if they were actually doing something useful and novel (instead of running old algorithms on super computers) they would get the amount of attention they desire...
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote
03-03-2017 , 02:57 AM
Does anyone seriously think that the good bots are marketing themselves out in the open for all to see?
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote
03-03-2017 , 03:36 AM
Quote:
Originally Posted by florentinopeces
Does anyone seriously think that the good bots are marketing themselves out in the open for all to see?
yes
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote
03-03-2017 , 04:14 AM
Quote:
Originally Posted by AltruisticRaven
It's so aggravating how poker AI market themselves. Maybe if they were actually doing something useful and novel (instead of running old algorithms on super computers) they would get the amount of attention they desire...
Quote:
Originally Posted by florentinopeces
Does anyone seriously think that the good bots are marketing themselves out in the open for all to see?
what you don't get, these AI attempts aren't just for 'poker'. game theory can applied on various scientific fields which includes not only (the obvious guess) finances and markets, but also different sectors, e.g. social studies, medicine ...

so of course universities try to get attention, so they get additional funds from new sources ... but okay, for most of the people living in 2+2 land it's just about lol-poker and how this affects mass tabeling at NLsomething
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote
03-03-2017 , 04:48 AM
Quote:
Originally Posted by NerdSuperfly
what you don't get, these AI attempts aren't just for 'poker'. game theory can applied on various scientific fields which includes not only (the obvious guess) finances and markets, but also different sectors, e.g. social studies, medicine ...

so of course universities try to get attention, so they get additional funds from new sources ... but okay, for most of the people living in 2+2 land it's just about lol-poker and how this affects mass tabeling at NLsomething
I understand that getting research grants / attention is super important for these groups, and I also understand that game theory research is valued in other fields outside poker...

But I don't understand what about both of the quoted posts implied that we didn't understand this. I'm simply stating that both Libratus and Deepstacked (but especially Libratus), aren't using any novel techniques to further optimize their poker bots. Optimizing their poker bots further without developing new techniques, does little or nothing to further advance research into game theory in other much more important areas.

And it's annoying to see them try and market themselves to be something that they aren't using their flawed / irrelevant human vs machine matches, and traditional methods of creating poker bots. Though I understand why they do it.

Last edited by AltruisticRaven; 03-03-2017 at 05:02 AM.
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote
03-03-2017 , 05:48 AM
The operative word in my post was "good".

Somebody explain to me what's the incentive to publicize a strong poker bot.

Serious strong AI research groups do not appear to be dedicating their time to poker. What little gets published seems old hat and run of the mill.
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote
03-03-2017 , 03:19 PM
Short answer of why the research isn't run of the mill, and why "paradigm shift" is not totally overselling things.

Algorithms for imperfect information games like poker have always had to look at the whole game. That's a real downer, when you have a game with 10^160 decision points. It'll take forever, and you won't be able to write down what you learned because there aren't enough atoms in the universe.

Enormous size is clearly not as much of a problem for perfect information games, like go with 10^170 decision points. Computers have been good at chess (10^40?) for decades. Why? Because you can independently reason about different parts of the game. Figure out a way to combine this with a heuristic evaluation function -- a way to estimate what happens if you play out a situation with perfect play -- and you're set.

We introduced a theoretically sound way of reasoning independently about different parts of imperfect information games, and an effective way of combining it with a heuristic evaluation function. Something like the difference between staring at every single possible chess state, and using alpha beta. Very much NOT "old hat and run of the mill."
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote
03-04-2017 , 01:23 AM
Quote:
Originally Posted by nburch
Short answer of why the research isn't run of the mill, and why "paradigm shift" is not totally overselling things.

Algorithms for imperfect information games like poker have always had to look at the whole game. That's a real downer, when you have a game with 10^160 decision points. It'll take forever, and you won't be able to write down what you learned because there aren't enough atoms in the universe.

Enormous size is clearly not as much of a problem for perfect information games, like go with 10^170 decision points. Computers have been good at chess (10^40?) for decades. Why? Because you can independently reason about different parts of the game. Figure out a way to combine this with a heuristic evaluation function -- a way to estimate what happens if you play out a situation with perfect play -- and you're set.

We introduced a theoretically sound way of reasoning independently about different parts of imperfect information games, and an effective way of combining it with a heuristic evaluation function. Something like the difference between staring at every single possible chess state, and using alpha beta. Very much NOT "old hat and run of the mill."
This is the most important new thing in a long time.

Libratus is cool too obv, but I think this is way more significant.
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote
03-04-2017 , 04:21 AM
Quote:
Originally Posted by ArtyMcFly
The makers of Deepstack have started some sort of publicity blitz to coincide with the release of their new research paper.
They posted HHs and there are A LOT of questionable hands:

Spoiler:

PokerStars - $100 NL (2 max) - Holdem - 2 players
Hand converted by PokerTracker 4

schwab.sebastian (BB): $20,000.00
DeepStack (SB): $20,000.00

DeepStack posts SB $50.00, schwab.sebastian posts BB $100.00

Pre Flop: (pot: $150.00) schwab.sebastian has 2 T

Pre Flop: (pot: $150.00) DeepStack has 8 J

DeepStack raises to $200.00, schwab.sebastian calls $100.00

Flop: ($400.00, 2 players) 9 2 2
schwab.sebastian checks, DeepStack raises to $200.00, schwab.sebastian calls $200.00

Turn: ($800.00, 2 players) J
schwab.sebastian bets $600.00, DeepStack raises to $1,600.00, schwab.sebastian raises to $4,600.00, DeepStack raises to $9,600.00, schwab.sebastian calls $5,000.00

River: ($20,000.00, 2 players) J
schwab.sebastian checks, DeepStack raises to $10,000.00 and is all-in, schwab.sebastian calls $10,000.00 and is all-in

DeepStack shows 8 J (Full House, Jacks full of Twos)

schwab.sebastian shows 2 T (Full House, Twos full of Jacks)

DeepStack wins $40,000.00

---

PokerStars - $100 NL (2 max) - Holdem - 2 players
Hand converted by PokerTracker 4

qin.youwei (BB): $20,000.00
DeepStack (SB): $20,000.00

DeepStack posts SB $50.00, qin.youwei posts BB $100.00

Pre Flop: (pot: $150.00) qin.youwei has 7 A

Pre Flop: (pot: $150.00) DeepStack has 4 3

DeepStack raises to $300.00, qin.youwei raises to $1,500.00, DeepStack calls $1,200.00

Flop: ($3,000.00, 2 players) J 3 3
qin.youwei bets $3,000.00, DeepStack calls $3,000.00

Turn: ($9,000.00, 2 players) K
qin.youwei bets $9,000.00, DeepStack raises to $15,500.00 and is all-in, qin.youwei calls $6,500.00 and is all-in

River: ($40,000.00, 2 players) 8

DeepStack shows 4 3 (Three of a Kind, Threes)

qin.youwei shows 7 A (One Pair, Threes)

DeepStack wins $40,000.00

---

PokerStars - $100 NL (2 max) - Holdem - 2 players
Hand converted by PokerTracker 4

dmit.pol (SB): $20,000.00
DeepStack (BB): $20,000.00

dmit.pol posts SB $50.00, DeepStack posts BB $100.00

Pre Flop: (pot: $150.00) dmit.pol has 4 5

Pre Flop: (pot: $150.00) DeepStack has Q 4

dmit.pol calls $50.00, DeepStack raises to $20,000.00 and is all-in, dmit.pol calls $19,900.00 and is all-in

Flop: ($40,000.00, 2 players) 4 J 8

Turn: ($40,000.00, 2 players) 8

River: ($40,000.00, 2 players) 2

DeepStack shows Q 4 (Two Pair, Eights and Fours)

dmit.pol shows 4 5 (Two Pair, Eights and Fours)

DeepStack wins $40,000.00

---

PokerStars - $100 NL (2 max) - Holdem - 2 players
Hand converted by PokerTracker 4

bachmann.juergen (SB): $20,000.00
DeepStack (BB): $20,000.00

bachmann.juergen posts SB $50.00, DeepStack posts BB $100.00

Pre Flop: (pot: $150.00) bachmann.juergen has 4 K

Pre Flop: (pot: $150.00) DeepStack has A 2

bachmann.juergen raises to $200.00, DeepStack calls $100.00

Flop: ($400.00, 2 players) A A 9
DeepStack checks, bachmann.juergen raises to $800.00, DeepStack raises to $1,800.00, bachmann.juergen calls $1,000.00

Turn: ($4,000.00, 2 players) T
DeepStack checks, bachmann.juergen raises to $18,000.00 and is all-in, DeepStack calls $18,000.00 and is all-in

River: ($40,000.00, 2 players) T

bachmann.juergen shows 4 K (Flush, Ace High)

DeepStack shows A 2 (Full House, Aces full of Tens)

DeepStack wins $40,000.00

---

PokerStars - $100 NL (2 max) - Holdem - 2 players
Hand converted by PokerTracker 4

zurr.shai (BB): $20,000.00
DeepStack (SB): $20,000.00

DeepStack posts SB $50.00, zurr.shai posts BB $100.00

Pre Flop: (pot: $150.00) zurr.shai has 5 K

Pre Flop: (pot: $150.00) DeepStack has K 8

DeepStack raises to $200.00, zurr.shai raises to $800.00, DeepStack calls $600.00

Flop: ($1,600.00, 2 players) K 3 2
zurr.shai bets $1,200.00, DeepStack calls $1,200.00

Turn: ($4,000.00, 2 players) 4
zurr.shai bets $3,600.00, DeepStack calls $3,600.00

River: ($11,200.00, 2 players) 7
zurr.shai bets $7,400.00, DeepStack raises to $14,400.00 and is all-in, fold

DeepStack wins $26,000.00

---




also
1) AI played 20709 SBs and 16649 BBs, difference is quite significant.
2) AI has a casual 61% WSD (65% on BB and 57% on SB)
3) AI has very low VPIP on BB - 61,5%, may be due to a lot of limping from humans, but also may be because its actually bad.
4) given 1,2&3 some hands might've been deleted.
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote
03-04-2017 , 04:25 AM
Quote:
Originally Posted by morilka
...

also
1) AI played 20709 SBs and 16649 BBs, difference is quite significant.
2) AI has a casual 61% WSD (65% on BB and 57% on SB)
3) AI has very low VPIP on BB - 61,5%, may be due to a lot of limping from humans, but also may be because its actually bad.
4) given 1,2&3 some hands might've been deleted.
lol if tru
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote
03-04-2017 , 12:42 PM
Quote:
Originally Posted by morilka
They posted HHs and there are A LOT of questionable hands:

Spoiler:

PokerStars - $100 NL (2 max) - Holdem - 2 players
Hand converted by PokerTracker 4

schwab.sebastian (BB): $20,000.00
DeepStack (SB): $20,000.00

DeepStack posts SB $50.00, schwab.sebastian posts BB $100.00

Pre Flop: (pot: $150.00) schwab.sebastian has 2 T

Pre Flop: (pot: $150.00) DeepStack has 8 J

DeepStack raises to $200.00, schwab.sebastian calls $100.00

Flop: ($400.00, 2 players) 9 2 2
schwab.sebastian checks, DeepStack raises to $200.00, schwab.sebastian calls $200.00

Turn: ($800.00, 2 players) J
schwab.sebastian bets $600.00, DeepStack raises to $1,600.00, schwab.sebastian raises to $4,600.00, DeepStack raises to $9,600.00, schwab.sebastian calls $5,000.00

River: ($20,000.00, 2 players) J
schwab.sebastian checks, DeepStack raises to $10,000.00 and is all-in, schwab.sebastian calls $10,000.00 and is all-in

DeepStack shows 8 J (Full House, Jacks full of Twos)

schwab.sebastian shows 2 T (Full House, Twos full of Jacks)

DeepStack wins $40,000.00

---

PokerStars - $100 NL (2 max) - Holdem - 2 players
Hand converted by PokerTracker 4

qin.youwei (BB): $20,000.00
DeepStack (SB): $20,000.00

DeepStack posts SB $50.00, qin.youwei posts BB $100.00

Pre Flop: (pot: $150.00) qin.youwei has 7 A

Pre Flop: (pot: $150.00) DeepStack has 4 3

DeepStack raises to $300.00, qin.youwei raises to $1,500.00, DeepStack calls $1,200.00

Flop: ($3,000.00, 2 players) J 3 3
qin.youwei bets $3,000.00, DeepStack calls $3,000.00

Turn: ($9,000.00, 2 players) K
qin.youwei bets $9,000.00, DeepStack raises to $15,500.00 and is all-in, qin.youwei calls $6,500.00 and is all-in

River: ($40,000.00, 2 players) 8

DeepStack shows 4 3 (Three of a Kind, Threes)

qin.youwei shows 7 A (One Pair, Threes)

DeepStack wins $40,000.00

---

PokerStars - $100 NL (2 max) - Holdem - 2 players
Hand converted by PokerTracker 4

dmit.pol (SB): $20,000.00
DeepStack (BB): $20,000.00

dmit.pol posts SB $50.00, DeepStack posts BB $100.00

Pre Flop: (pot: $150.00) dmit.pol has 4 5

Pre Flop: (pot: $150.00) DeepStack has Q 4

dmit.pol calls $50.00, DeepStack raises to $20,000.00 and is all-in, dmit.pol calls $19,900.00 and is all-in

Flop: ($40,000.00, 2 players) 4 J 8

Turn: ($40,000.00, 2 players) 8

River: ($40,000.00, 2 players) 2

DeepStack shows Q 4 (Two Pair, Eights and Fours)

dmit.pol shows 4 5 (Two Pair, Eights and Fours)

DeepStack wins $40,000.00

---

PokerStars - $100 NL (2 max) - Holdem - 2 players
Hand converted by PokerTracker 4

bachmann.juergen (SB): $20,000.00
DeepStack (BB): $20,000.00

bachmann.juergen posts SB $50.00, DeepStack posts BB $100.00

Pre Flop: (pot: $150.00) bachmann.juergen has 4 K

Pre Flop: (pot: $150.00) DeepStack has A 2

bachmann.juergen raises to $200.00, DeepStack calls $100.00

Flop: ($400.00, 2 players) A A 9
DeepStack checks, bachmann.juergen raises to $800.00, DeepStack raises to $1,800.00, bachmann.juergen calls $1,000.00

Turn: ($4,000.00, 2 players) T
DeepStack checks, bachmann.juergen raises to $18,000.00 and is all-in, DeepStack calls $18,000.00 and is all-in

River: ($40,000.00, 2 players) T

bachmann.juergen shows 4 K (Flush, Ace High)

DeepStack shows A 2 (Full House, Aces full of Tens)

DeepStack wins $40,000.00

---

PokerStars - $100 NL (2 max) - Holdem - 2 players
Hand converted by PokerTracker 4

zurr.shai (BB): $20,000.00
DeepStack (SB): $20,000.00

DeepStack posts SB $50.00, zurr.shai posts BB $100.00

Pre Flop: (pot: $150.00) zurr.shai has 5 K

Pre Flop: (pot: $150.00) DeepStack has K 8

DeepStack raises to $200.00, zurr.shai raises to $800.00, DeepStack calls $600.00

Flop: ($1,600.00, 2 players) K 3 2
zurr.shai bets $1,200.00, DeepStack calls $1,200.00

Turn: ($4,000.00, 2 players) 4
zurr.shai bets $3,600.00, DeepStack calls $3,600.00

River: ($11,200.00, 2 players) 7
zurr.shai bets $7,400.00, DeepStack raises to $14,400.00 and is all-in, fold

DeepStack wins $26,000.00

---




also
1) AI played 20709 SBs and 16649 BBs, difference is quite significant.
2) AI has a casual 61% WSD (65% on BB and 57% on SB)
3) AI has very low VPIP on BB - 61,5%, may be due to a lot of limping from humans, but also may be because its actually bad.
4) given 1,2&3 some hands might've been deleted.

Where did you get these HHs? I might be accepting their challenge vs pros and would love to review them beforehand if possible
HU NLHE: Bot beats pros(?) for 49 +/- 4 bb/100 Quote

      
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