\n
\uc11c\ub860<\/h2>\n
\uc8fc\uc2dd \uc2dc\uc7a5\uacfc \uac19\uc740 \ubcf5\uc7a1\ud55c \uae08\uc735 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc138\uacc4\uc5d0\uc11c \uba38\uc2e0\ub7ec\ub2dd(ML)\uacfc \ub525\ub7ec\ub2dd(DL) \uc54c\uace0\ub9ac\uc998\uc740 \ud601\uc2e0\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc744 \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc774 \uae30\ubc95\ub4e4\uc774 \uc2e4\uc81c \uc790\ub3d9\ub9e4\ub9e4 \uc804\ub7b5\uc5d0 \uc801\uc6a9\ub420 \ub54c \uc5ec\ub7ec \uac00\uc9c0 \ub3c4\uc804\uacfc \ubb38\uc81c\uc810\uc774 \ubc1c\uc0dd\ud569\ub2c8\ub2e4. \ud2b9\ud788, \uac15\ud654 \ud559\uc2b5(Reinforcement Learning, RL)\uc744 \ud65c\uc6a9\ud55c \uc804\ub7b5\uc740 \uadf8 \uc790\uccb4\ub85c\ub3c4 \ub9ce\uc740 \uc7a0\uc7ac\ub825\uc744 \uac00\uc9c0\uace0 \uc788\uc9c0\ub9cc, \uc2e4\uc804\uc5d0\uc11c\uc758 \uc801\uc6a9\uc5d0\ub294 \uc5ec\ub7ec \ubb38\uc81c\ub4e4\uc774 \uc874\uc7ac\ud569\ub2c8\ub2e4.<\/p>\n
\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \uac1c\uc694<\/h2>\n
\uba38\uc2e0\ub7ec\ub2dd\uc740 \ub370\uc774\ud130\ub85c\ubd80\ud130 \ud328\ud134\uc744 \ud559\uc2b5\ud558\uace0 \uc608\uce21\uc744 \uac00\ub2a5\ud558\uac8c \ud558\ub294 \uc54c\uace0\ub9ac\uc998\uc785\ub2c8\ub2e4. \ub525\ub7ec\ub2dd\uc740 \uba38\uc2e0\ub7ec\ub2dd\uc758 \ud55c \ubd84\uc57c\ub85c, \uc778\uacf5\uc2e0\uacbd\ub9dd\uc744 \ud65c\uc6a9\ud558\uc5ec \ub354 \ubcf5\uc7a1\ud55c \ud328\ud134 \uc778\uc2dd \ubc0f \uc608\uce21 \uc791\uc5c5\uc744 \uc218\ud589\ud569\ub2c8\ub2e4.<\/p>\n
\uc774 \uc54c\uace0\ub9ac\uc998\ub4e4\uc744 \ud1b5\ud574 \uc6b0\ub9ac\ub294 \uc8fc\uc2dd\uc758 \uac00\uaca9 \uc6c0\uc9c1\uc784\uc744 \uc608\uce21\ud558\uace0, \ucd5c\uc801\uc758 \ub9e4\ub9e4 \uc2dc\uc810\uc744 \uacb0\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc774 \uae30\ubc95\ub4e4\uc774 \uac00\uc9c0\ub294 \uc5ec\ub7ec \uac00\uc9c0 \ud55c\uacc4\uac00 \uc874\uc7ac\ud569\ub2c8\ub2e4.<\/p>\n
1. \ub370\uc774\ud130\uc758 \ud488\uc9c8\uacfc \uc591<\/h3>\n
\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \ubaa8\ub378\uc758 \uc131\ub2a5\uc740 \uc8fc\ub85c \ub370\uc774\ud130\uc758 \ud488\uc9c8\uacfc \uc591\uc5d0 \ub2ec\ub824 \uc788\uc2b5\ub2c8\ub2e4. \uae08\uc735 \ub370\uc774\ud130\ub294 \uc885\uc885 \ub178\uc774\uc988\uac00 \ub9ce\uace0, \ube44\uc815\uc0c1\uc801\uc778 \uc0c1\ud669 (\uc608: \uae08\uc735 \uc704\uae30)\uc5d0\uc11c\uc758 \ud559\uc2b5\uc774 \uc5b4\ub824\uc6cc \ubaa8\ub378\uc758 \uc77c\ubc18\ud654 \ub2a5\ub825\uc774 \ub5a8\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\ub610\ud55c, \ucda9\ubd84\ud55c \ub370\uc774\ud130\uac00 \uc5c6\uac70\ub098 \uc798\ubabb\ub41c \ub370\uc774\ud130\uac00 \ubaa8\ub378\uc5d0 \uc0ac\uc6a9\ub420 \uacbd\uc6b0, \ubaa8\ub378\uc758 \uc131\ub2a5\uc740 \ud06c\uac8c \uc800\ud558\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc624\ubc84\ud53c\ud305(overfitting) \ubb38\uc81c\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc73c\uba70, \ubaa8\ub378\uc774 \ud559\uc2b5\ud55c \ud328\ud134\uc774 \uc2e4\uc81c \uc2dc\uc7a5 \ub370\uc774\ud130\uc640 \uc720\uc0ac\ud558\uc9c0 \uc54a\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
2. \ubaa8\ud615 \uc120\ud0dd\uacfc \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \ud29c\ub2dd<\/h3>\n
\uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc740 \ub2e4\uc591\ud55c \uc720\ud615\uc774 \uc788\uc73c\uba70, \uac01\uac01\uc758 \ubaa8\ub378\uc740 \ud2b9\uc815\ud55c \uc870\uac74\uc5d0\uc11c \ub354 \ub098\uc740 \uc131\ub2a5\uc744 \ubcf4\uc785\ub2c8\ub2e4. \uc5b4\ub5a4 \ubaa8\ub378\uc774 \ucd5c\uc801\uc77c\uc9c0 \uacb0\uc815\ud558\ub294 \uac83\uc740 \ub9e4\uc6b0 \uc5b4\ub835\uc2b5\ub2c8\ub2e4. \uadf8\ubfd0\ub9cc \uc544\ub2c8\ub77c, \uac01 \ubaa8\ub378\uc740 \uc5ec\ub7ec \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\ub97c \uac00\uc9c0\uace0 \uc788\uc5b4, \uc774\ub4e4\uc744 \uc801\uc808\ud788 \uc870\uc815\ud558\ub294 \uac83 \ub610\ud55c \uc911\uc694\ud55c \ub3c4\uc804\uc785\ub2c8\ub2e4. \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \ud29c\ub2dd\uc774 \uc815\ud655\ud788 \uc774\ub8e8\uc5b4\uc9c0\uc9c0 \uc54a\uc73c\uba74 \ucd5c\uc545\uc758 \uc131\ub2a5\uc744 \ubcf4\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\ub525\ub7ec\ub2dd\uc758 \ud55c\uacc4<\/h2>\n
\ub525\ub7ec\ub2dd\uc740 \ub9ce\uc740 \ub370\uc774\ud130\uc640 \ubcf5\uc7a1\ud55c \ubaa8\ub378 \uad6c\uc870\ub97c \uc694\uad6c\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc2e4\uc81c \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c \uc870\uac74\ub4e4\uc774 \ucda9\uc871\ub418\uc9c0 \uc54a\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \ub610\ud55c \ub525\ub7ec\ub2dd \ubaa8\ub378\uc740 ‘\ube14\ub799\ubc15\uc2a4’ \ud2b9\uc131\uc744 \uac00\uc9c0\uace0 \uc788\uc5b4, \ubaa8\ub378\uc758 \ub0b4\ubd80 \uc791\uc6a9\uc744 \uc774\ud574\ud558\uae30 \uc5b4\ub835\uace0, \uc774\ub294 \uc2e0\ub8b0\uc131 \ubb38\uc81c\ub97c \uac00\uc838\uc635\ub2c8\ub2e4.<\/p>\n
1. \ud574\uc11d \uac00\ub2a5\uc131\uc758 \ubd80\uc871<\/h3>\n
\ub525\ub7ec\ub2dd \ubaa8\ub378\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ubcf5\uc7a1\ud55c \uad6c\uc870\ub97c \uac00\uc9c0\uace0 \uc788\uc5b4, \uadf8 \uacb0\uc815 \uacfc\uc815\uc744 \ud574\uc11d\ud558\ub294 \uac83\uc774 \uc5b4\ub835\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \uc801\uc6a9\ud560 \ub54c \uc2e0\ub8b0\uc131\uc744 \ub5a8\uc5b4\ub728\ub9ac\uace0, \uac70\ub798\uc790\uc758 \uac10\uc815\uc801\uc778 \ud310\ub2e8\uc744 \uc720\ub3c4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
2. \uacc4\uc0b0 \ubc0f \uc790\uc6d0\uc758 \uc18c\ube44<\/h3>\n
\ub525\ub7ec\ub2dd \ubaa8\ub378\uc740 \ub192\uc740 \uacc4\uc0b0\ub825\uc744 \uc694\uad6c\ud558\ubbc0\ub85c, \uc790\uc6d0\uc758 \uc18c\ube44\uac00 \uc0c1\ub2f9\ud569\ub2c8\ub2e4. \uace0\uc131\ub2a5 GPU\uc758 \ud544\uc694\uc131\uacfc \ucd94\uac00\uc801\uc778 \uc778\ud504\ub77c \ube44\uc6a9\uc774 \ubc1c\uc0dd\ud558\uba70, \uc774\ub294 \uc18c\uaddc\ubaa8 \ud22c\uc790\uc790\uc5d0\uac8c \uc7a5\uc560\ubb3c\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\uac15\ud654 \ud559\uc2b5 \ubb38\uc81c\uc758 \uc8fc\uc694 \ubb38\uc81c\uc810<\/h2>\n
\uac15\ud654 \ud559\uc2b5\uc740 \ud658\uacbd\uacfc\uc758 \uc0c1\ud638\uc791\uc6a9\uc744 \ud1b5\ud574 \ucd5c\uc801\uc758 \ud589\ub3d9\uc744 \ud559\uc2b5\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc774\ub294 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0\uc11c\ub3c4 \ud070 \uc7a0\uc7ac\ub825\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc5ec\ub7ec \uac00\uc9c0 \ub3c4\uc804 \uacfc\uc81c\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
1. \ubcf4\uc0c1 \uc2e0\ud638\uc758 \uc124\uacc4<\/h3>\n
\uac15\ud654 \ud559\uc2b5\uc758 \uc131\ud328\ub294 \ubcf4\uc0c1 \uc2e0\ud638\uc5d0 \uc758\ud574 \ud06c\uac8c \uc88c\uc6b0\ub429\ub2c8\ub2e4. \uc801\uc808\ud55c \ubcf4\uc0c1 \ud568\uc218\ub97c \uc124\uacc4\ud558\uc9c0 \uc54a\uc73c\uba74, \uc6d0\ud558\ub294 \uacb0\uacfc\ub97c \uc5bb\uc9c0 \ubabb\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub2e8\uae30\uc801 \uc774\uc775\uc744 \ucd94\uad6c\ud558\ub294 \ubcf4\uc0c1 \ud568\uc218\ub294 \uc7a5\uae30\uc801 \uc804\ub7b5\uc5d0 \ubd80\ud569\ud558\uc9c0 \uc54a\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
2. \ud0d0\ud5d8\uacfc \ud65c\uc6a9\uc758 \uade0\ud615<\/h3>\n
\uac15\ud654 \ud559\uc2b5\uc5d0\uc11c\ub294 \uc0c8\ub85c\uc6b4 \ud589\ub3d9\uc744 \ud0d0\ud5d8\ud558\ub294 \uac83\uacfc \uc54c\uace0 \uc788\ub294 \ud589\ub3d9\uc744 \ud65c\uc6a9\ud558\ub294 \uac83 \uc0ac\uc774\uc758 \uade0\ud615\uc744 \ub9de\ucdb0\uc57c \ud569\ub2c8\ub2e4. \uc774\ub294 ‘\ud0d0\ud5d8-\ud65c\uc6a9\uc758 \ub51c\ub808\ub9c8’\ub77c\uace0 \uc54c\ub824\uc838 \uc788\uc73c\uba70, \uc798\ubabb\ub41c \uade0\ud615\uc740 \uc131\uacfc\ub97c \uc800\ud558\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
3. \uc2dc\ubbac\ub808\uc774\uc158 \ud658\uacbd\uc758 \uc2e0\ub8b0\uc131<\/h3>\n
\uac15\ud654 \ud559\uc2b5 \ubaa8\ub378\uc740 \uc2dc\ubbac\ub808\uc774\uc158\uc744 \ud1b5\ud574 \ud559\uc2b5\ud558\ub294\ub370, \uc774 \uc2dc\ubbac\ub808\uc774\uc158 \ud658\uacbd\uc774 \ud604\uc2e4\uacfc \uc5bc\ub9c8\ub098 \uc720\uc0ac\ud55c\uc9c0\uac00 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \uc798\ubabb\ub41c \uc2dc\ubbac\ub808\uc774\uc158\uc774 \ubaa8\ub378\uc758 \ud559\uc2b5\uc5d0 \uc545\uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\uacb0\ub860<\/h2>\n
\uba38\uc2e0\ub7ec\ub2dd, \ub525\ub7ec\ub2dd \ubc0f \uac15\ud654 \ud559\uc2b5\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ub9ce\uc740 \uac00\ub2a5\uc131\uc744 \uc81c\uacf5\ud558\uc9c0\ub9cc, \ub610\ud55c \ub2e4\uc591\ud55c \ubb38\uc81c\uc810\ub4e4\uc774 \uc874\uc7ac\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubb38\uc81c\ub4e4\uc744 \uc774\ud574\ud558\uace0 \ud574\uacb0\ud558\ub294 \uac83\uc774 \uc131\uacf5\uc801\uc778 \uc804\ub7b5 \uac1c\ubc1c\uc758 \uc5f4\uc1e0\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\uc758 \ud488\uc9c8\uacfc \uc591, \ubaa8\ud615 \uc120\ud0dd \ubc0f \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \ud29c\ub2dd, \ud574\uc11d \uac00\ub2a5\uc131, \ubcf4\uc0c1 \uc124\uacc4 \ub4f1\uc744 \uc2e0\uc911\ud558\uac8c \uace0\ub824\ud574\uc57c \ud569\ub2c8\ub2e4. \uc55e\uc73c\ub85c\uc758 \uc5f0\uad6c\uc640 \ubc1c\uc804\uc774 \uc774\ub7ec\ud55c \ubb38\uc81c\ub4e4\uc744 \ud574\uacb0\ud558\ub294 \ub370 \uae30\uc5ec\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<\/div>\n
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\uc11c\ub860 \uc8fc\uc2dd \uc2dc\uc7a5\uacfc \uac19\uc740 \ubcf5\uc7a1\ud55c \uae08\uc735 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc138\uacc4\uc5d0\uc11c \uba38\uc2e0\ub7ec\ub2dd(ML)\uacfc \ub525\ub7ec\ub2dd(DL) \uc54c\uace0\ub9ac\uc998\uc740 \ud601\uc2e0\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc744 \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc774 \uae30\ubc95\ub4e4\uc774 \uc2e4\uc81c \uc790\ub3d9\ub9e4\ub9e4 \uc804\ub7b5\uc5d0 \uc801\uc6a9\ub420 \ub54c \uc5ec\ub7ec \uac00\uc9c0 \ub3c4\uc804\uacfc \ubb38\uc81c\uc810\uc774 \ubc1c\uc0dd\ud569\ub2c8\ub2e4. \ud2b9\ud788, \uac15\ud654 \ud559\uc2b5(Reinforcement Learning, RL)\uc744 \ud65c\uc6a9\ud55c \uc804\ub7b5\uc740 \uadf8 \uc790\uccb4\ub85c\ub3c4 \ub9ce\uc740 \uc7a0\uc7ac\ub825\uc744 \uac00\uc9c0\uace0 \uc788\uc9c0\ub9cc, \uc2e4\uc804\uc5d0\uc11c\uc758 \uc801\uc6a9\uc5d0\ub294 \uc5ec\ub7ec \ubb38\uc81c\ub4e4\uc774 \uc874\uc7ac\ud569\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \uac1c\uc694 \uba38\uc2e0\ub7ec\ub2dd\uc740 \ub370\uc774\ud130\ub85c\ubd80\ud130 … \ub354 \ubcf4\uae30 “\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, RL \ubb38\uc81c \ud480\uc774\uc758 \uc8fc\uc694 \ubb38\uc81c\uc810”<\/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-28724","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, RL \ubb38\uc81c \ud480\uc774\uc758 \uc8fc\uc694 \ubb38\uc81c\uc810 - 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