\uc804\uc774 \ud655\ub960(P):<\/strong> \ud55c \uc0c1\ud0dc\uc5d0\uc11c \ub2e4\ub978 \uc0c1\ud0dc\ub85c \uc804\uc774\ub420 \ud655\ub960\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n3.2 MDP\uc758 \uc218\ud559\uc801 \ubaa8\ub378<\/h3>\n
MDP\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc218\ud559\uc801 \ubaa8\ub378\ub85c \ud45c\ud604\ub429\ub2c8\ub2e4:<\/p>\n
\n V(s) = maxa<\/sub> \u2211s'<\/sub> P(s'|s,a) [R(s,a,s') + \u03b3V(s')]
\n<\/code><\/p>\n\uc5ec\uae30\uc11c, V(s)<\/code>\ub294 \uc0c1\ud0dc s<\/code>\uc758 \uac00\uce58, \u03b3<\/code>\ub294 \ud560\uc778 \uacc4\uc218\uc785\ub2c8\ub2e4.<\/p>\n4. MDP\ub97c \uc0ac\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529<\/h2>\n
MDP\ub97c \ud1b5\ud574 \ucd5c\uc801\uc758 \uac70\ub798 \uc804\ub7b5\uc744 \uc218\ub9bd\ud558\ub294 \uacfc\uc815\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n
4.1 \uc0c1\ud0dc \uc815\uc758<\/h3>\n
\uc0c1\ud0dc\ub294 \uc2dc\uc7a5\uc758 \ud604\uc7ac \uc0c1\ud669\uc744 \ud45c\ud604\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc8fc\uc2dd \uac00\uaca9, \uac70\ub798\ub7c9, \uae30\uc220 \uc9c0\ud45c \ub4f1\uc744 \ud3ec\ud568\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
4.2 \ud589\ub3d9 \uc815\uc758<\/h3>\n
\ud589\ub3d9\uc740 \ub9e4\uc218, \ub9e4\ub3c4, \ub300\uae30 \ub4f1\uc744 \ud3ec\ud568\ud558\uc5ec \ud604\uc7ac \uc0c1\ud0dc\uc5d0\uc11c \ucde8\ud560 \uc218 \uc788\ub294 \ubaa8\ub4e0 \uac00\ub2a5\uc131\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/p>\n
4.3 \ubcf4\uc0c1 \uc815\uc758<\/h3>\n
\ubcf4\uc0c1 \ud568\uc218\ub294 \uac70\ub798\uc758 \uc131\uacfc\ub97c \ud3c9\uac00\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. \uc190\uc775\uc744 \uae30\ubc18\uc73c\ub85c \uc124\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
4.4 \ucd5c\uc801 \uc815\ucc45 \ubc1c\uacac<\/h3>\n
\ubca8\ub9cc \ubc29\uc815\uc2dd\uc744 \ud1b5\ud574 \ucd5c\uc801 \uc815\ucc45\uc744 \ubc1c\uacac\ud558\uace0, \uc774\ub97c \uae30\ubc18\uc73c\ub85c \uc54c\uace0\ub9ac\uc998\uc744 \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4.<\/p>\n
5. \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c MDP \ubaa8\ub378\ub9c1<\/h2>\n
MDP\uc758 \uac1c\ub150\uc744 \ud655\uc7a5\ud558\uc5ec \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uae30\ubc95\uc744 \uc801\uc6a9\ud558\uba74 \ub354\uc6b1 \uac15\ub825\ud55c \uac70\ub798 \uc804\ub7b5\uc744 \uc218\ub9bd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
5.1 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378 \uc120\ud0dd<\/h3>\n
\uae30\uc874\uc758 \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc95(\uc608: \uacb0\uc815 \ud2b8\ub9ac, \ub79c\ub364 \ud3ec\ub808\uc2a4\ud2b8, SVM \ub4f1)\uc744 \uc0ac\uc6a9\ud558\uc5ec \uac70\ub798 \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n
5.2 \ub525\ub7ec\ub2dd \ub124\ud2b8\uc6cc\ud06c \uc124\uacc4<\/h3>\n
LSTM, CNN \ub4f1 \ub2e4\uc591\ud55c \ub525\ub7ec\ub2dd \ubaa8\ub378\uc744 \ud65c\uc6a9\ud558\uc5ec \ubcf5\uc7a1\ud55c \ud328\ud134\uc744 \ud559\uc2b5\ud558\uace0, MDP\uc640 \uacb0\ud569\ud558\uc5ec \uc758\uc0ac \uacb0\uc815\uc744 \uac15\ud654\ud569\ub2c8\ub2e4.<\/p>\n
6. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529 \uad6c\ud604 \uc608\uc2dc<\/h2>\n
\uc608\ub97c \ub4e4\uc5b4, \uc8fc\uc2dd \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud55c \uac04\ub2e8\ud55c MDP \uae30\ubc18 \uac70\ub798 \uc54c\uace0\ub9ac\uc998\uc744 \uad6c\ud604\ud574\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n
6.1 \ub370\uc774\ud130 \uc218\uc9d1<\/h3>\n
Pandas\uc640 \uac19\uc740 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \ud1b5\ud574 \uc8fc\uc2dd \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud569\ub2c8\ub2e4.<\/p>\n
6.2 \ubaa8\ub378 \ud559\uc2b5<\/h3>\n
\uc218\uc9d1\ud55c \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \uba38\uc2e0\ub7ec\ub2dd \ub610\ub294 \ub525\ub7ec\ub2dd \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0a4\uace0, \ucd5c\uc801\uc758 \uc815\ucc45\uc744 \ub3c4\ucd9c\ud574\ub0c5\ub2c8\ub2e4.<\/p>\n
6.3 \uc131\ub2a5 \ud3c9\uac00<\/h3>\n
\ud14c\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\uace0, \ud544\uc694\ud55c \uacbd\uc6b0 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \uc870\uc815\uc774\ub098 \ubaa8\ub378 \ubcc0\uacbd\uc744 \uc218\ud589\ud569\ub2c8\ub2e4.<\/p>\n
7. \ub9c8\ubb34\ub9ac<\/h2>\n
\uc720\ud55c MDP\ub294 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud558\ub294 \ub370 \uc911\uc694\ud55c \uae30\ucd08 \uac1c\ub150\uc785\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uc5ec \uc774\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ub2e4\uc591\ud55c \ubcc0\uc218\ub4e4\uc744 \uace0\ub824\ud558\uc5ec \uc804\ub7b5\uc744 \uad6c\uccb4\ud654\ud558\uace0, \uc9c0\uc18d\uc801\uc73c\ub85c \uac1c\uc120\ud574 \ub098\uac00\uc57c \ud569\ub2c8\ub2e4.<\/p>\n
\n
\ucc38\uace0:<\/strong> \ubcf8 \uae00\uc758 \ub0b4\uc6a9\uc740 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0 \ub300\ud55c \uc774\ub860\uc801 \uae30\ucd08\uc640 \uc2e4\uc81c \uad6c\ud604 \ubc29\ubc95\uc744 \ub2f4\uace0 \uc788\uc73c\uba70, \ucd94\uac00 \uc790\ub8cc\ub098 \uc2ec\ud654 \ud559\uc2b5\uc744 \uc704\ud574 \uad00\ub828 \uc790\ub8cc\ub97c \ucc38\uace0\ud558\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4.\n<\/div>\n<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
\ud000\ud2b8 \ub9e4\ub9e4\uc5d0\uc11c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ud544\uc218 \uc694\uc18c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uacfc \uac19\uc740 \ucd5c\uc2e0 \uae30\uc220\ub4e4\uc740 \ub354\uc6b1 \uc815\uad50\ud55c \uac70\ub798 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\uace0, \uc720\ud55c \ub9c8\ub974\ucf54\ud504 \uacb0\uc815 \uacfc\uc815(MDP)\uc740 \uc774\ub7ec\ud55c \uc804\ub7b5\uc744 \ubaa8\ub378\ub9c1\ud558\uace0 \ucd5c\uc801\ud654\ud558\ub294 \ub370 \uc911\uc694\ud55c \uae30\ucd08 \uac1c\ub150\uc785\ub2c8\ub2e4. 1. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc815\uc758 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ucef4\ud4e8\ud130 \ud504\ub85c\uadf8\ub7a8\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc790\ub3d9\uc73c\ub85c \uac70\ub798\ub97c \uc2e4\ud589\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc778\uac04\uc758 \uac10\uc815\uc744 \ubc30\uc81c\ud558\uace0, \ube60\ub978 \uc18d\ub3c4\uc640 … \ub354 \ubcf4\uae30 “\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc720\ud55c MDP”<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[29],"tags":[],"class_list":["post-29225","post","type-post","status-publish","format-standard","hentry","category-29"],"yoast_head":"\n\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc720\ud55c MDP - 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