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Unformatted text preview: skr"pinlk7"Pf7ytexHyyx w # s4 c 1R!Q(P'"@ T s)x( ! # #4 # Vs6 6 W T ( T V3 4 1 # #4 S q V"X98 e)D # s4)x(A#FD T W e4 f034 )0s3VT ") s6 T 6 ! 4 6 ! @@ W '( ' 0s)f# gP uU gV'# #( q4 D( T ! ! ! c g s$S VT #4 q W ' W T D ! ( 4 F3)x5) "S )bH# ""Pgs4 H'"A# #@ W a 1 ! ! ( 4 #@ c @ D # 4 # S # u"F'e)'uA0( T # % $ &#" ! E Determine Type of Training Experience Games against experts Determine Target Function Board move Polynomial Determine Learning Algorithm Gradient descent Completed Design w y xy| y w vut j kqgm o m jihg e d y ""uxxePr~ux7}{zPx""skr"pinlk7"Pf7ytexHyyx Games against self Table of correct moves b 5 ... Board value Determine Representation of Learned Function ... ... Linear function of six features Artificial neural network Linear programming ... w y xy| y w vut j kqgm o m jihg e d y ""uxxePr~ux7}{zPx""skr"pinlk7"Pf7ytexHyyx w 5 26 ! T 4 !#6 #( S# x3"s)04 As'Q$AQ( ! 58 T "A$s4 Xs")56 Aet6 s6 )A 8 T ( # ( # 4@ W # 4 ! 1 ! ! ( # @ 1 T@ T RQP'"@ )A VV"VRU 2 RA A$Q)f"@ S@ # ( # ! ( # 2 4 @ U !( # "R")30)'R@ 2 W#4 i6 Ass6 t6 W T 4# # ! 6 # q 4 V0( A1 98 )X '$"@ )3 # 1 D #@ T ! ( T ( ! Vb'"58 rh V"0S )A 8 T T 2 ( # !# q ! 4 6 T ! 6 T HVg$q AV H3AI " 0)D s7V5'# FD 8 T 6 6 # 4 T 7s'suS T 64 W @ 4#( T# # #( 4 0" R"@ )A7eAQAs4 s4 0) )3 2i"54 3S " "s)04 As'Q$AQ( 4 W ! T 4 !#6 #( S# "HRS VT '# FD 8 T 4 a #@ W 6 T T # 3A$I " f"S )ba # "R)ge4 ! # q ! 6 #@ W 1 ! ! ( T 2 ( Vxq AV (# W q ! 6 T AuU 5'# FD 8 T 2 !# D ! e A58 3)p @@ # 8 ! T ! # 4 W T ( S S ! RA9`6 V"s4 q s) "a Q$) )A 6 sRQV") )3 W 4 ( T 1@ 4 I b...
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