03-14-2019
Related, somewhat off-topic
Hi.
I was reading an article in the AI issue of IEEE Spectrum. Perhaps it will be of interest ... cheers, drl
Quote:
Similar claims are being made about a new poker-playing program from a team at the University of Alberta, in Canada, called DeepStack, which has trounced human opponents in Texas hold 'em. The researchers write that it “plays using ‘intuition' honed through deep learning to reassess its strategy with each decision.”¯ To me, having little poker experience, this was a revelation: Contrary to my naive belief that winning at poker was based on psyching out opponents, poker is really a game of strategy. And the computer has learned a better strategy than we have discovered on our own.
Can Machine Learning Teach Us Anything? - IEEE Spectrum
DeepStack
Texas Hold'em AI Bot Taps Deep Learning to Demolish Humans - IEEE Spectrum
This User Gave Thanks to drl For This Post:
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LEARN ABOUT DEBIAN
dpkg-awk
DPKG-AWK(1) General Commands Manual DPKG-AWK(1)
NAME
dpkg-awk - Utility to read a dpkg style db file
SYNOPSIS
dpkg-awk [(-f|--file) filename] [(-d|--debug) ##] [(-s|--sort) list] [(-rs|--rec_sep) ??] '<fieldname>:<regex>' ... -- <out_fieldname> ..
DESCRIPTION
dpkg-awk Parses a dpkg status file (or other similarly formatted file) and outputs the resulting records. It can use regex on the field
values to limit the returned records, it can also be told which fields to output, and it can sort the matched fields.
OPTIONS
-f filename
--file filename
The file to parse. The default is /var/lib/dpkg/status.
-d [#]
--debug [#]
Each time this is specified, it increased the debug level.
-s field(s)
--sort field(s)
A space or comma separated list of fields to sort on.
-n field(s)
--numeric field(s)
A space or comma separated list of fields that should be interpreted as numeric in value.
-rs ??
--rec_sep ??
Output this string at the end of each output paragraph.
-h
--help Display some help.
fieldname
The fields from the file, that are matched with the regex given. The fieldnames are case insensitive.
out_fieldname
The fields from the file, that are output for each record. If the first field listed begins with ^, then the list of fields that
follows will NOT be output.
BUGS
Be warned that the author has only a shallow understanding of the dpkg packaging system, so there are probably tons of bugs in this pro-
gram.
This program comes with no warranties. If running this program causes fire and brimstone to rain down upon the earth, you will be on your
own.
This program accesses the dpkg database directly in places, querying for data that cannot be gotten via dpkg.
AUTHOR
Adam Heath <doogie@debian.org>
DEBIAN
Debian Utilities DPKG-AWK(1)