introduction to artificial intelligence

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ARTIFICIAL INTELLIGENCE เเเเเเเเเเ เเเเเเเเเเเเเเเ Email: [email protected] Mobile: +668-2899- 9494 FB: https:// www.facebook.com/kiat.tree Line: drkiat Digital Transformation 18 December 2016

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Artificial Intelligence

Artificial Intelligence Email:[email protected] Mobile: +668-2899-9494FB: https://www.facebook.com/kiat.tree Line: drkiat Digital Transformation 18 December 2016

Artificial Intelligence (AI) AI

Google AI

alpha Go

tree 2 1 80% 2 20%? 1

alpha Go - networkRollout policy SL Policy network - expert RL Policy network Value network -

Atari game play

https://www.youtube.com/watch?v=V1eYniJ0Rnk

AI

1 1

(222,255,0)

(222,155,0)

(172,205,0)

2Vector, Matrix - Probability GOCalculus Polynomial/Exponential input

AI Com Science coding AI AI . 5.19 20% 1. Singapore8. Vietnam55. Thailand

2 1 11-1=0 1 2 1 3 RGB

(222,255,0)

(222,155,0)

(172,205,0)10070.71

K-Means Clustering

(222,255,0)

(222,155,0)

(222,0,255)

(222,0,155)

(0,255,222)

(0,155,222)

Cluster1=(222,255,0)Cluster2=(222,0,205)Cluster3=(0,255,222)(222,0,155)

Cluster 2 ...

( ) 3 2 1 3 2 4 3 5 ??? 6 1 7 2 8 3 9 ???

4 2 1 3 2 4 3 5 4 6 ??? 7 1 8 2 9 3 10 4 11 ???

l 2 2-(1+(l+1)) 3 3-(1+(l+1)) 4 4-(1+(l+1)) 5 5-(1+(l+1))

A Possible Solutionm=xi = Iyi = il = ri = i-1 pi = iti = if(xi) = i

m l