t******g 发帖数: 4044 | 1 看来网上扑克赌场的生意做不了多久了。
学界 | 新论文提出玩扑克人工智能DeepStack:已达职业玩家水平
2017-01-10 机器之心
选自arxiv.org
机器之心编译
参与:吴攀、李亚洲
当地时间 1 月 11 日,在宾夕法尼亚州匹兹堡的 Rivers 赌场,由卡耐基梅隆大学(
CMU)开发的名为 Libratus 的人工智能系统将与人类顶级职业德州扑克玩家进行 20
万美元的比赛。然而 CMU 并不是唯一一个在研究如何让人工智能学习玩扑克牌的地方
,近日,加拿大阿尔伯塔大学、捷克布拉格查理大学和捷克理工大学的研究者联合发表
了一篇论文,表示其人工智能已经在无限制扑克(No-Limit Poker)游戏上达到了专家
级的水平。点击阅读原文可下载该论文。
摘要
近些年来,人工智能领域出现了很多突破,其中游戏往往被用作重要的里程碑。过去实
现那些成功的游戏的一个常见的特征是它们都涉及到玩家之间的信息对称,即所有的玩
家都获取了相同的信息。然而和游戏相比,这种完美信息(perfect information)的
性质在真实世界问题中却少见得多。扑克是一个典型的不完美信息(impe... 阅读全帖 |
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z***t 发帖数: 10817 | 2 【 以下文字转载自 Military 讨论区 】
发信人: threepig (), 信区: Military
标 题: 德州扑克也不是啥人工智能的禁区,早晚碾压人类
发信站: BBS 未名空间站 (Tue Jan 10 09:35:38 2017, 美东)
看来网上扑克赌场的生意做不了多久了。
学界 | 新论文提出玩扑克人工智能DeepStack:已达职业玩家水平
2017-01-10 机器之心
选自arxiv.org
机器之心编译
参与:吴攀、李亚洲
当地时间 1 月 11 日,在宾夕法尼亚州匹兹堡的 Rivers 赌场,由卡耐基梅隆大学(
CMU)开发的名为 Libratus 的人工智能系统将与人类顶级职业德州扑克玩家进行 20
万美元的比赛。然而 CMU 并不是唯一一个在研究如何让人工智能学习玩扑克牌的地方
,近日,加拿大阿尔伯塔大学、捷克布拉格查理大学和捷克理工大学的研究者联合发表
了一篇论文,表示其人工智能已经在无限制扑克(No-Limit Poker)游戏上达到了专家
级的水平。点击阅读原文可下载该论文。
摘要
近些年来,人工智能领域出现了很多突破,其中游戏往往被用作重... 阅读全帖 |
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h*******s 发帖数: 3932 | 3 ☆─────────────────────────────────────☆
player (Hope is the best thing) 于 (Mon Nov 21 15:26:29 2011, 美东) 提到:
5/10 NL. Very loose game and lots of action. A few guys sat down with 10+
K.
I played a super nitty game with shortstack(starting with 1k) at the table
and tried to not getting involved with many pots.
Then this hand came out: I was at SB with 1.8k, there were two limpers,
including button with very big stack. I looked my hand and I got KK. So I
made 100$ to go out of SB, B... 阅读全帖 |
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D**s 发帖数: 6361 | 4 有文章链接吗?
[在 threepig () 的大作中提到:]
:看来网上扑克赌场的生意做不了多久了。
:学界 | 新论文提出玩扑克人工智能DeepStack:已达职业玩家水平
:选自arxiv.org
:机器之心编译
:参与:吴攀、李亚洲
:当地时间 1 月 11 日,在宾夕法尼亚州匹兹堡的 Rivers 赌场,由卡耐基梅隆大学(
:CMU)开发的名为 Libratus 的人工智能系统将与人类顶级职业德州扑克玩家进行 20
:万美元的比赛。然而 CMU 并不是唯一一个在研究如何让人工智能学习玩扑克牌的地方
:,近日,加拿大阿尔伯塔大学、捷克布拉格查理大学和捷克理工大学的研究者联合发
表了一篇论文,表示其人工智能已经在无限制扑克(No-Limit Poker)游戏上达到了专
家级的水平。点击阅读原文可下载该论文。
:摘要
:.......... |
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t********t 发帖数: 5415 | 5 我是觉得deepstack可以唬住一部分short stack(rush里的short还是挺多的),尽量不
要和deep
卷进去,但是这把拿AKs想不卷进来难啊...
大。 |
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d*****0 发帖数: 1500 | 6 (thumbsup)
I think it is quite different between micro/freeroll stake and medium/high
stake tourneys.
I got lucky to get paid sometimes in micro/freeroll tourneys. But most of
the times, I am not sure if my action is optimized or not, especially in mid
/late game (my feel mid/late game with deepstack is more like a cash-game).
Usually I play extremly tight-weak in early game, because in micro tourney
quite a few ppl dont care losing, they just overbet/allin with less strong
hands lol. I messed u |
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p****r 发帖数: 9164 | 7 Very nice post.
I think pot control can go either way. Whey you hand is marginal, you
wanna get value from one street or two, like when you have AA on KTT
rainbow board. But you do not even have go all the way, since you can just
let it go against lot of opp when you get strong resistance based on betting
size/tell etc. Against lot of opp, you can easily fold AA when you got
raised any time on KTT board. Lots of time you may need a plan with your
hand.
On the other side, even mo... 阅读全帖 |
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T*********k 发帖数: 1621 | 8 在 Vegas 一共呆了 5 天,前 4 天半只能用完美来形容,真恨不能截掉最后的半天。
这次在 Vegas 没怎么打牌,是典型的家庭旅行,看 show,观光为主。陪 LP 几乎逛遍
Vegas 所有有名的景点,看了有名的 show。
Vegas 的住:
住的是 Ballys Las Vegas,不算高档,但其实里面房间很不错,地点又特佳,在
Vegas Strip 的中心,因为是 total reward 的会员,四晚才花了 120 左右,估计如
果是钻石卡会员的花,肯定是免费的(唉,自己去年还是钻石会员啊)。Check-in 的
时候,问柜台有没有升等(没塞小费),可爱的柜台小姐立刻送上了套房,但在 6 楼
,嫌靠路边太吵,回到柜台,柜台小姐表示抱歉,然后送上 56 楼的特大豪华套房,带
吧台,Jacuzzi,里面沙发左一个,右一个的,5 -6 个人在里面打滚都富裕。建议赌
棍集团到 Vegas 是一定要询问有没有免费升等,要 North Tower 的大套房。那时是节
日,可能困难一些,看运气了,不过不问白不问,要发扬死缠烂打的精神。
拍了一些房间的照片,看附件。
Vegas 的... 阅读全帖 |
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T*********k 发帖数: 1621 | 9 在 Vegas 一共呆了 5 天,前 4 天半只能用完美来形容,真恨不能截掉最后的半天。
这次在 Vegas 没怎么打牌,是典型的家庭旅行,看 show,观光为主。陪 LP 几乎逛遍
Vegas 所有有名的景点,看了有名的 show。
Vegas 的住:
住的是 Ballys Las Vegas,不算高档,但其实里面房间很不错,地点又特佳,在
Vegas Strip 的中心,因为是 total reward 的会员,四晚才花了 120 左右,估计如
果是钻石卡会员的花,肯定是免费的(唉,自己去年还是钻石会员啊)。Check-in 的
时候,问柜台有没有升等(没塞小费),可爱的柜台小姐立刻送上了套房,但在 6 楼
,嫌靠路边太吵,回到柜台,柜台小姐表示抱歉,然后送上 56 楼的特大豪华套房,带
吧台,Jacuzzi,里面沙发左一个,右一个的,5 -6 个人在里面打滚都富裕。建议赌
棍集团到 Vegas 是一定要询问有没有免费升等,要 North Tower 的大套房。那时是节
日,可能困难一些,看运气了,不过不问白不问,要发扬死缠烂打的精神。
拍了一些房间的照片,看附件。
Vegas 的... 阅读全帖 |
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p****r 发帖数: 9164 | 10 Both BB and button sitting with deepstack are cash game pro. They are
both very aggro, but both are very thinking players. NO way they would
stack me off with TT-QQ with my super nitty image.
【 在 Windstormm (Windstormm) 的大作中提到: 】
give
10s
100$ |
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W********m 发帖数: 7793 | 11 Then check and open up their bluffing and calling range at later street or
bet smaller. Big bet then give up with kk on that board is just not the way
to do it. You are pretty much telling me that their calling range for your
bet size on the flop is only better hand than kk, then why are we betting
here so big again if there is no value? Turning KK into a bluff?
Both BB and button sitting with deepstack
★ Sent from iPhone App: iReader Mitbbs Lite 7.28 |
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p****r 发帖数: 9164 | 12 Got sick after 1 week's live play and stayed at room whole day. Did not
play any poker last few days, live or online. Find some really good reading
on 2p2 HSNL board.
It is probably posted here before, but I think most of you do not mind my
posting here again since it is so helpful.
This is from Jman28(phil Galfond)
" If you are near someone who plays poker and is smart, spend as much time
around them as you can if you want to improve your game. "
I really like this statement!
I star... 阅读全帖 |
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c*****t 发帖数: 817 | 13 I think most sites have a 40BB min buyin requirement. So 20BB might not work
. They do have shallow tables that allow 20BB min buyin, but then there are
many short stacks there that try to do the same thing.
For a live 5/10 player like you, it will be a huge waste of your skills to
play 20BB buyin games. Yes, you can play the optimal strategy. But even with
that your upside is limited and the variance is high, since even the
optimal strategy your edge is small. I think for a good player it is ... 阅读全帖 |
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h*****s 发帖数: 3289 | 14 来自主题: TexasHoldem版 - 毕业无聊 说话间 又ship了一个20 deepstack turbo for 590.... |
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t********t 发帖数: 5415 | 15 15VPIP对于6max是不是少了点?得学会打deepstack,tournament打深筹机会不多,尤
其你打的还是HU/6max的hyper turbo。
因为深筹,variance也会跟着增大,得有接受variance的财力和心理准备。 |
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