Will it run for President in 2020?
Brent
On 7/20/2019 8:29 AM, John Clark wrote:
No-limit Texas Hold Em is one of the most complex and popular form of
poker and 2 years ago a AI was reported that could beat the best human
player at it, but in last Thursday's issue of the journal Science
there was a development that was new for 3 reasons:
1) Previously the AI could win only at one on one play but this new
program (called Pluribus) could play at a superhuman level against
multiple human expert players and win, and that is much more difficult
than one on one play.
2) The program started out knowing almost nothing about Poker but
taught itself to play at a superhuman level in 8 days and did it
without human help.
3) Unlike previous programs this one does not require massive
computing power for the training or for the actual play. During
training it played against itself trillions of times and needed 512 GB
of memory and 8 days on a 64-core Intel Xeon E5-8860 server for a
total of 12,288 CPU core hours. If you bought that much processing
power on cloud computing it would only cost you $144. After the
training period was complete and a winning strategy was found on how
to play Poker at a superhuman level then during a real game in real
time against real opponents the program only needed 128 GB of memory.
Superhuman AI for multiplayer poker
<https://science.sciencemag.org/content/early/2019/07/10/science.aay2400>
John K Clark
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