Poker-AI.org Poker AI and Botting Discussion Forum 2013-09-12T19:01:21+00:00 https://poker-ai.org/phpbb/feed.php?f=25&t=2531 2013-09-12T19:01:21+00:00 2013-09-12T19:01:21+00:00 https://poker-ai.org/phpbb/viewtopic.php?t=2531&p=4925#p4925 <![CDATA[Re: Slumbot NL: Solving Large Games with Counterfactual Regr]]> Nasher wrote:

Unless I missed it, they don't make note of the size on disk. I'm guessing it was roughly that of their HUL bot last year: 500gb.


I asked Mr. Jackson a couple questions about this, this was his response:

Eric Jackson wrote:

I used nine machines, but most of them were pretty low-end. All running Linux. One machine had 8 gigs of RAM, but most just had 2 gigs. Didn't use multithreading, but on the more powerful machine had two processes running at once. Trained for about four months. Combined size of the data was probably around 150 GB.

Statistics: Posted by thewannabe — Thu Sep 12, 2013 7:01 pm

]]> 2013-07-16T19:52:23+00:00 2013-07-16T19:52:23+00:00 https://poker-ai.org/phpbb/viewtopic.php?t=2531&p=4451#p4451 <![CDATA[Re: Slumbot NL: Solving Large Games with Counterfactual Regr]]> Statistics: Posted by cantina — Tue Jul 16, 2013 7:52 pm

]]> 2013-07-16T19:27:22+00:00 2013-07-16T19:27:22+00:00 https://poker-ai.org/phpbb/viewtopic.php?t=2531&p=4450#p4450 <![CDATA[Slumbot NL: Solving Large Games with Counterfactual Regret..]]>
Slumbot NL is a heads-up no-limit hold'em poker bot built with a distributed disk-based implementation of counterfactual regret minimization (CFR). Our implementation enables us to solve a large abstraction on commodity hardware in a cost-effective fashion. A variant of the Public Chance Sampling (PCS) version of CFR is employed which works particularly well with our architecture.

http://www.aaai.org/ocs/index.php/WS/AA ... /view/7044

Statistics: Posted by Isildur11 — Tue Jul 16, 2013 7:27 pm

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