Re:ReBeL: A general game-playing AI bot that excels at poker...
by syntaxing on Thursday December 03, 2020 @07:25PM
(#25297448)
Can anyone elaborate what “search” means in this context? It seems they are trying to determine the most probable Nash equilibrium but not sure what this mean when applied to RL.
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Re:ReBeL: A general game-playing AI bot that excels at poker...
by gjstein on Thursday December 03, 2020 @08:42PM
(#25297987)
The "search" here refers to the idea that, in principle, you could search the entire space of possible hands of cards and exhaustively predict the optimal action by imagining every hand. However, like in the game of Go, this is computationally intractable, so instead they use machine learning to "guide search" towards more promising "moves". In AlphaGo (and here) this learning happened as part of a reinforcement learning pipeline.
There was some discussion of this in the AlphaGo Zero blog post from a while back: https://deepmind.com/blog/article/alphago-zero-starting-scra...
Re:ReBeL: A general game-playing AI bot that excels at poker...
by jtsiskin on Thursday December 03, 2020 @09:29PM
(#25298245)
To summarize in a photo, here’s minimax search with chess:
https://cdn--media--1-freecodecamp-org.cdn.ampproject.org/i/...
Imagine searching through the entire tree - billions of nodes due to the branching of chess. Now use RL to help decide where to search and branches to prune
Re:ReBeL: A general game-playing AI bot that excels at poker...
by hajimemash on Thursday December 03, 2020 @09:49PM
(#25298357)
this jpeg link downloaded a webp file to my computer and wen i try to open it it asks if im sure i want to open it. webp seems to be an image file but is it safe to open
Re:ReBeL: A general game-playing AI bot that excels at poker...
by freeone3000 on Friday December 04, 2020 @12:27AM
(#25299324)
WebP is the still image format of VP8 (like how HEIC is the still image format of x265). It's no more dangerous than any other image.