{"id":40452,"date":"2024-11-04T01:51:51","date_gmt":"2024-11-04T01:51:51","guid":{"rendered":"https:\/\/atmokpo.com\/w\/?p=40452"},"modified":"2024-11-26T06:39:08","modified_gmt":"2024-11-26T06:39:08","slug":"4-%ea%b0%95%ed%99%94%ed%95%99%ec%8a%b5%ea%b3%bc-%eb%8b%a4%eb%a5%b8-%eb%a8%b8%ec%8b%a0%eb%9f%ac%eb%8b%9d-%ea%b8%b0%eb%b2%95%ec%9d%98-%eb%b9%84%ea%b5%90-%ea%b0%95%ed%99%94%ed%95%99%ec%8a%b5%ec%9d%98","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/40452\/","title":{"rendered":"4. \uac15\ud654\ud559\uc2b5\uacfc \ub2e4\ub978 \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc95\uc758 \ube44\uad50, \uac15\ud654\ud559\uc2b5\uc758 \uc7a5\uc810\uacfc \ub2e8\uc810"},"content":{"rendered":"

<\/p>\n

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\uc791\uc131\uc77c: 2023\ub144 10\uc6d4<\/p>\n

\uc791\uc131\uc790: \uc870\uad11\ud615<\/p>\n<\/header>\n

\n

1. \uc11c\ub860<\/h2>\n

\n \uba38\uc2e0\ub7ec\ub2dd\uc740 \ub2e4\uc591\ud55c \uae30\ubc95\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \ud559\uc2b5\ud558\uace0 \uc774\ub97c \uae30\ubc18\uc73c\ub85c \uc608\uce21 \ud639\uc740 \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \uae30\uc220\uc774\ub2e4.
\n \uadf8 \uc911\uc5d0\uc11c\ub3c4 \uac15\ud654\ud559\uc2b5\uc740 \uc5d0\uc774\uc804\ud2b8\uac00 \ud658\uacbd\uacfc \uc0c1\ud638\uc791\uc6a9\ud558\uba70 \ubcf4\uc0c1 \uc2e0\ud638\ub97c \ud1b5\ud574 \ud559\uc2b5\ud558\ub294 \ubc29\uc2dd\uc73c\ub85c,
\n \ub2e4\ub978 \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc95\ub4e4\uacfc\ub294 \ud655\uc5f0\ud788 \ub2e4\ub978 \ud2b9\uc9d5\uc744 \uac00\uc9c4\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \uac15\ud654\ud559\uc2b5\uacfc \ub2e4\ub978 \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc95\ub4e4\uc744 \ube44\uad50\ud558\uace0,
\n \uac15\ud654\ud559\uc2b5\uc758 \uc7a5\uc810\uacfc \ub2e8\uc810\uc744 \uc2ec\ub3c4 \uc788\uac8c \uc0b4\ud3b4\ubcf4\uaca0\ub2e4.\n <\/p>\n<\/section>\n

\n

2. \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc95\uc758 \uc885\ub958\uc640 \ud2b9\uc9d5<\/h2>\n

\uba38\uc2e0\ub7ec\ub2dd \uae30\ubc95\uc740 \ud06c\uac8c \uc138 \uac00\uc9c0\ub85c \ubd84\ub958\ub41c\ub2e4: \uac10\ub3c5 \ud559\uc2b5, \ube44\uac10\ub3c5 \ud559\uc2b5, \uac15\ud654\ud559\uc2b5.<\/p>\n

2.1 \uac10\ub3c5 \ud559\uc2b5 (Supervised Learning)<\/h3>\n

\n \uac10\ub3c5 \ud559\uc2b5\uc740 \uc785\ub825 \ub370\uc774\ud130\uc640 \ud574\ub2f9 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc815\ub2f5(label) \uc30d\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \ud559\uc2b5\ud558\ub294 \uae30\ubc95\uc774\ub2e4.
\n \uc608\uc2dc\ub85c\ub294 \ud68c\uadc0 \ubd84\uc11d(regression)\uacfc \ubd84\ub958(classification)\uac00 \uc788\ub2e4.
\n \uc774 \ubc29\uc2dd\uc740 \uc8fc\uc5b4\uc9c4 \uc785\ub825\uc5d0 \ub300\ud574 \uc815\ud655\ud55c \ucd9c\ub825\uc744 \uc608\uce21\ud558\ub3c4\ub85d \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0a4\uae30 \ub54c\ubb38\uc5d0,
\n \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc815\ub2f5\uc774 \uaf2d \ud544\uc694\ud558\ub2e4.
\n
\uc608\uc81c:<\/strong> \uc774\ubbf8\uc9c0 \ubd84\ub958, \uc8fc\ud0dd \uac00\uaca9 \uc608\uce21\n <\/p>\n

2.2 \ube44\uac10\ub3c5 \ud559\uc2b5 (Unsupervised Learning)<\/h3>\n

\n \ube44\uac10\ub3c5 \ud559\uc2b5\uc740 \uc785\ub825 \ub370\uc774\ud130\ub9cc \uac00\uc9c0\uace0 \ud559\uc2b5\ud558\ub294 \ubc29\uc2dd\uc73c\ub85c, \ub370\uc774\ud130\uc758 \ud328\ud134\uc774\ub098 \uad6c\uc870\ub97c \ud30c\uc545\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub454\ub2e4.
\n \ub300\ud45c\uc801\uc778 \uc608\ub85c \uad70\uc9d1\ud654(clustering)\uc640 \ucc28\uc6d0 \ucd95\uc18c(dimensionality reduction)\uac00 \uc788\ub2e4.
\n \uc774 \ubc29\ubc95\uc740 \uc8fc\uc5b4\uc9c4 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc815\ub2f5\uc774 \uc5c6\uae30 \ub54c\ubb38\uc5d0,
\n \ub370\uc774\ud130\uc758 \uc228\uaca8\uc9c4 \uad6c\uc870\ub97c \ubc1c\uacac\ud558\ub294 \ub370 \ucd08\uc810\uc744 \ub9de\ucd98\ub2e4.
\n
\uc608\uc81c:<\/strong> \uace0\uac1d \uc138\ubd84\ud654, \ub370\uc774\ud130 \uc2dc\uac01\ud654\n <\/p>\n

2.3 \uac15\ud654\ud559\uc2b5 (Reinforcement Learning)<\/h3>\n

\n \uac15\ud654\ud559\uc2b5\uc740 \uc5d0\uc774\uc804\ud2b8\uac00 \ud658\uacbd\uacfc \uc0c1\ud638\uc791\uc6a9\ud558\uba74\uc11c \uc5bb\uc740 \ubcf4\uc0c1(reward)\uc744 \uae30\ubc18\uc73c\ub85c \ucd5c\uc801\uc758 \ud589\ub3d9\uc744 \ud559\uc2b5\ud558\ub294 \uae30\ubc95\uc774\ub2e4.
\n \uc5d0\uc774\uc804\ud2b8\ub294 \uc0c1\ud0dc(state)\ub97c \uad00\ucc30\ud558\uace0, \uadf8 \uc0c1\ud0dc\uc5d0\uc11c \uac00\ub2a5\ud55c \ud589\ub3d9(action)\uc744 \uc120\ud0dd\ud55c \ud6c4,
\n \ud589\ub3d9\uc744 \uc2e4\ud589\ud558\uace0 \ubcf4\uc0c1\uc744 \ubc1b\ub294\ub2e4. \uc774 \uacfc\uc815\uc744 \ubc18\ubcf5\ud558\uc5ec \ucd5c\uc801\uc758 \uc815\ucc45(policy)\uc744 \ud559\uc2b5\ud558\uac8c \ub41c\ub2e4.
\n
\uc608\uc81c:<\/strong> \uac8c\uc784 \ud50c\ub808\uc774, \ub85c\ubd07 \uc81c\uc5b4\n <\/p>\n<\/section>\n

\n

3. \uac15\ud654\ud559\uc2b5\uc758 \uc791\ub3d9 \uba54\ucee4\ub2c8\uc998<\/h2>\n

\n \uac15\ud654\ud559\uc2b5\uc758 \uae30\ubcf8\uc801\uc778 \uad6c\uc131 \uc694\uc18c\ub294 \uc5d0\uc774\uc804\ud2b8, \ud658\uacbd, \uc0c1\ud0dc, \ud589\ub3d9, \ubcf4\uc0c1 \uc2dc\uc2a4\ud15c\uc774\ub2e4.
\n \uc5d0\uc774\uc804\ud2b8\ub294 \ud658\uacbd\uacfc \uc0c1\ud638\uc791\uc6a9\ud558\uba70, \ud604\uc7ac \uc0c1\ud0dc\ub97c \uad00\ucc30\ud558\uace0 \uc8fc\uc5b4\uc9c4 \ud589\ub3d9\uc744 \uc120\ud0dd\ud55c\ub2e4.
\n \uadf8 \ud6c4, \ud589\ub3d9\uc758 \uacb0\uacfc\ub85c \uc0c8\ub85c\uc6b4 \uc0c1\ud0dc\ub85c \uc804\uc774\ub418\uba70 \ubcf4\uc0c1\uc744 \ubc1b\ub294\ub2e4.
\n \uc774\ub7ec\ud55c \uacfc\uc815\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uc218\uc2dd\uc73c\ub85c \ub098\ud0c0\ub0bc \uc218 \uc788\ub2e4:
\n
\n\ud589\ub3d9 \uc120\ud0dd: a = \u03c0(s)<\/em>
\n\ubcf4\uc0c1 \uc218\ub839: r = R(s, a)<\/em>
\n\ub2e4\uc74c \uc0c1\ud0dc\ub85c \uc804\uc774: s’ = T(s, a)<\/em>\n<\/p>\n

\n \uc5d0\uc774\uc804\ud2b8\ub294 \uc774 \uacfc\uc815\uc744 \ubc18\ubcf5\ud558\uba74\uc11c \uc218\uc9d1\ud55c \uacbd\ud5d8\uc744 \uae30\ubc18\uc73c\ub85c \uc815\ucc45\uc744 \uc5c5\ub370\uc774\ud2b8\ud558\uace0,
\n \ucd5c\uc801\uc758 \ud589\ub3d9\uc744 \ud559\uc2b5\ud558\ub294 \ubaa9\ud45c\ub97c \uac00\uc9c4\ub2e4.
\n \uc774 \uacfc\uc815\uc5d0\uc11c \uc0ac\uc6a9\ub418\ub294 \uc54c\uace0\ub9ac\uc998\uc73c\ub85c\ub294 Q-\ub7ec\ub2dd(Q-Learning), SARSA, DDPG, PPO \ub4f1\uc774 \uc788\ub2e4.\n <\/p>\n<\/section>\n

\n

4. \uac15\ud654\ud559\uc2b5\uc758 \uc7a5\uc810<\/h2>\n

\n \uac15\ud654\ud559\uc2b5\uc740 \ub2e4\uc591\ud55c \uc0c1\ud669\uc5d0\uc11c \uc720\uc6a9\ud55c \ud2b9\uc9d5\uc744 \uac00\uc9c0\uace0 \uc788\ub2e4. \uadf8 \uc911\uc5d0\uc11c \uba87 \uac00\uc9c0 \uc8fc\uc694 \uc7a5\uc810\uc744 \uc0b4\ud3b4\ubcf4\uaca0\ub2e4:\n <\/p>\n

4.1 \uc790\ub3d9\ud654\ub41c \ud589\ub3d9 \ud559\uc2b5<\/h3>\n

\n \uac15\ud654\ud559\uc2b5\uc740 \ud2b9\uc815 \ud658\uacbd\uc5d0\uc11c \uc5d0\uc774\uc804\ud2b8\uac00 \uc5b4\ub5bb\uac8c \ud589\ub3d9\ud574\uc57c \ud560\uc9c0\ub97c \ud559\uc2b5\ud558\ub294 \ub370 \ud2b9\ud654\ub418\uc5b4 \uc788\ub2e4.
\n \uc774\ub97c \ud1b5\ud574 \uc804\ubb38\uac00 \uc2dc\uc2a4\ud15c\uc774\ub098 \uc0ac\uc804 \ud6c8\ub828\ub41c \ubaa8\ub378\uc774 \ud544\uc694 \uc5c6\ub294 \uc9c1\uc811 \ud559\uc2b5\uc774 \uac00\ub2a5\ud558\ub2e4.
\n \uc774\ub294 \ubcf5\uc7a1\ud55c \uaddc\uce59\uc774\ub098 \ub2e4\uc218\uc758 \ubcc0\uc218\ub4e4\uc774 \uc0c1\ud638\uc791\uc6a9\ud558\ub294 \uc0c1\ud669\uc5d0\uc11c\ub3c4 \uc720\uc6a9\ud558\ub2e4.\n <\/p>\n

4.2 \uc2dc\uac04\uc5d0 \ub530\ub978 \uc758\uc0ac\uacb0\uc815 \ucd5c\uc801\ud654<\/h3>\n

\n \uac15\ud654\ud559\uc2b5\uc740 \uc2dc\uac04\uc5d0 \ub530\ub77c \uc758\uc0ac\uacb0\uc815\uc744 \ucd5c\uc801\ud654\ud560 \uc218 \uc788\ub294 \uc720\uc5f0\uc131\uc744 \uc81c\uacf5\ud55c\ub2e4.
\n \uc5d0\uc774\uc804\ud2b8\ub294 \uc0c1\ud0dc\uc640 \ud589\ub3d9\uc758 \uc870\ud569\uc5d0 \ub300\ud55c \ubcf4\uc0c1\uc744 \ubc14\ud0d5\uc73c\ub85c \uacbd\ud5d8\uc744 \ucd95\uc801\ud558\uba70,
\n \uc774\ub97c \ud1b5\ud574 \ubbf8\ub798\uc758 \ud589\ub3d9\uc5d0\uc11c \uc7a5\uae30\uc801\uc778 \ubcf4\uc0c1\uc744 \uace0\ub824\ud558\uc5ec \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\ub2e4.\n <\/p>\n

4.3 \ud0d0\ud5d8\uacfc \ud65c\uc6a9\uc758 \uade0\ud615<\/h3>\n

\n \uac15\ud654\ud559\uc2b5\uc5d0\uc11c\ub294 \ud0d0\ud5d8(exploration)\uacfc \ud65c\uc6a9(exploitation)\uc744 \uade0\ud615 \uc788\uac8c \uc870\uc815\ud560 \uc218 \uc788\ub2e4.
\n \uc5d0\uc774\uc804\ud2b8\ub294 \uc0c8\ub85c\uc6b4 \ud589\ub3d9\uc744 \uc2dc\ub3c4\ud574\ubcf4\uac70\ub098 \uc774\ubbf8 \uc54c\uace0 \uc788\ub294 \ud589\ub3d9\uc744 \uc120\ud0dd\ud558\uc5ec \ubcf4\uc0c1\uc744 \ucd5c\ub300\ud654\ud558\ub824\ub294 \uacbd\ud5a5\uc774 \uc788\ub2e4.
\n \uc774 \ud0d0\uc0c9 \ub2e8\uacc4\ub294 \uc0c8\ub85c\uc6b4 \uc815\ubcf4\uc5d0 \uae30\ubc18\ud55c \ud559\uc2b5\uc744 \uac00\ub2a5\ud558\uac8c \ud574\uc900\ub2e4.\n <\/p>\n<\/section>\n

\n

5. \uac15\ud654\ud559\uc2b5\uc758 \ub2e8\uc810<\/h2>\n

\n \uac15\ud654\ud559\uc2b5\uc740 \ub6f0\uc5b4\ub09c \uc7a5\uc810\uc774 \uc788\uc9c0\ub9cc \uba87 \uac00\uc9c0 \ub2e8\uc810\ub3c4 \uc874\uc7ac\ud55c\ub2e4. \uc774 \ub2e8\uc810\ub4e4\uc740 \ub2e4\uc74c\uacfc \uac19\ub2e4:\n <\/p>\n

5.1 \ub370\uc774\ud130\ub97c \uc694\uad6c\ud558\ub294 \ube44\ud6a8\uc728\uc131<\/h3>\n

\n \uac15\ud654\ud559\uc2b5\uc740 \uc2dc\uac04 \uc18c\ubaa8\uac00 \ub9ce\uc740 \uacfc\uc815\uc744 \uc694\uad6c\ud55c\ub2e4. \uc774\ub294 \uc5d0\uc774\uc804\ud2b8\uac00 \ud658\uacbd\uc5d0\uc11c \uc218\ub9ce\uc740 \uc2dc\ud589\ucc29\uc624\ub97c \ud1b5\ud574 \ud559\uc2b5\ud574\uc57c \ud558\uae30 \ub54c\ubb38\uc774\uba70,
\n \ub300\ub7c9\uc758 \ub370\uc774\ud130\uc640 \uc2dc\uac04\uc774 \ud544\uc694\ud558\ub2e4. \uc774\ub85c \uc778\ud574 \ud2b9\uc815 \uacfc\uc81c\uc5d0\uc11c\ub294 \ube44\ud6a8\uc728\uc801\uc77c \uc218 \uc788\ub2e4.\n <\/p>\n

5.2 \ud658\uacbd\uc758 \ubcf5\uc7a1\uc131<\/h3>\n

\n \ud604\uc2e4 \uc138\uacc4\uc758 \ud658\uacbd\uc740 \ub9e4\uc6b0 \ubcf5\uc7a1\ud558\uae30 \ub54c\ubb38\uc5d0, \uac15\ud654\ud559\uc2b5\uc744 \uc801\uc6a9\ud558\ub294 \ub370 \uc5b4\ub824\uc6c0\uc774 \uc788\ub2e4.
\n \ub9ce\uc740 \ubcc0\uc218\uc640 \uc7a5\uc560\ubb3c\ub4e4\uc774 \uc874\uc7ac\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub294 \ud559\uc2b5\ud560 \uc218 \uc788\ub294 \ub370\uc774\ud130\uc758 \ud488\uc9c8\uc744 \uc800\ud558\uc2dc\ud0a4\uac70\ub098
\n \uc2e4\uc81c \ud65c\ub3d9\uacfc\ub294 \ub2e4\ub978 \ud589\ub3d9\uc744 \uc720\ubc1c\ud560 \uc218 \uc788\ub2e4.\n <\/p>\n

5.3 \uc2e0\ub8b0\uc131 \ubb38\uc81c<\/h3>\n

\n \uac15\ud654\ud559\uc2b5 \uc54c\uace0\ub9ac\uc998\uc740 \ub54c\ub85c \uc608\uce21\ud560 \uc218 \uc5c6\ub294 \ubc29\uc2dd\uc73c\ub85c \ud589\ub3d9\ud560 \uc218 \uc788\ub2e4.
\n \uc774\ub294 \ud559\uc2b5\ub41c \uc815\ucc45\uc774 \ud2b9\uc815 \uc0c1\ud669\uc5d0\uc11c \uc2e0\ub8b0\uc131\uc744 \uc720\uc9c0\ud558\uc9c0 \ubabb\ud560 \uc218\ub3c4 \uc788\ub2e4\ub294 \uac83\uc744 \uc758\ubbf8\ud55c\ub2e4.
\n \ub530\ub77c\uc11c \uc548\uc804\ud558\uac70\ub098 \uc911\uc694\ud55c \uc791\uc5c5\uc5d0 \uc0ac\uc6a9\ub420 \ub54c\ub294 \ucd94\uac00\uc801\uc778 \uac80\uc99d\uc774 \ud544\uc694\ud558\ub2e4.\n <\/p>\n<\/section>\n

\n

6. \uac15\ud654\ud559\uc2b5 vs \ub2e4\ub978 \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc95<\/h2>\n

\n \uac15\ud654\ud559\uc2b5\uc740 \ub2e4\ub978 \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc95\uacfc \ube44\uad50\ud558\uc5ec \ub2e4\uc74c\uacfc \uac19\uc740 \ucc28\uc774\uc810\uc774 \uc788\ub2e4:\n <\/p>\n

6.1 \ub370\uc774\ud130 \uc811\uadfc \ubc29\uc2dd<\/h3>\n

\n \uac10\ub3c5 \ud559\uc2b5\uc740 \uc815\ub2f5\uc774 \uc8fc\uc5b4\uc9c4 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud559\uc2b5\ud558\uc9c0\ub9cc,
\n \uac15\ud654\ud559\uc2b5\uc740 \ubcf4\uc0c1\uc744 \uae30\ubc18\uc73c\ub85c \ud559\uc2b5\ud558\uc5ec \uba85\uc2dc\uc801\uc778 \uc815\ub2f5\uc774 \ud544\uc694 \uc5c6\ub2e4.
\n \uc774\ub294 \uac15\ud654\ud559\uc2b5\uc774 \ubcf5\uc7a1\ud55c \ud658\uacbd\uc5d0\uc11c \ub354 \uc798 \uc791\ub3d9\ud560 \uc218 \uc788\ub294 \uc6d0\uc778\uc774 \ub41c\ub2e4.\n <\/p>\n

6.2 \ud559\uc2b5\uc758 \ubaa9\uc801<\/h3>\n

\n \uac10\ub3c5 \ud559\uc2b5\uc758 \ubaa9\uc801\uc740 \uc8fc\uc5b4\uc9c4 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \uc815\ud655\ud55c \uc608\uce21\uc744 \ub0b4\ub9ac\ub294 \uac83\uc774\ub2e4. \ubc18\uba74,
\n \uac15\ud654\ud559\uc2b5\uc758 \ubaa9\uc801\uc740 \uc7a5\uae30\uc801\uc73c\ub85c \ucd5c\ub300 \ubcf4\uc0c1\uc744 \uc5bb\uae30 \uc704\ud55c \ucd5c\uc801\uc758 \uc815\ucc45\uc744 \ud559\uc2b5\ud558\ub294 \uac83\uc774\ub2e4.
\n \ub530\ub77c\uc11c \uac15\ud654\ud559\uc2b5\uc740 \uc758\uc0ac\uacb0\uc815 \uacfc\uc815\uc5d0\uc11c \ub354 \ubcf5\uc7a1\ud55c \uc804\ub7b5\uc744 \uc138\uc6b8 \uc218 \uc788\ub2e4.\n <\/p>\n

6.3 \ubb38\uc81c \ud574\uacb0 \uc811\uadfc\ubc95<\/h3>\n

\n \uac10\ub3c5 \ud559\uc2b5\uc740 \uc8fc\uc5b4\uc9c4 \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uc744 \ucc3e\uc544 \uc608\uce21\ud558\ub294 \ubc18\uba74, \uac15\ud654\ud559\uc2b5\uc740
\n \uc9c1\uc811\uc801\uc778 \ud589\ub3d9\uc744 \uc120\ud0dd\ud558\uace0 \uadf8\uc5d0 \ub530\ub978 \uacb0\uacfc\ub97c \ud1b5\ud574 \uacbd\ud5d8\uc744 \ucd95\uc801\uad50\ud6c8\uc744 \uc5bb\ub294\ub2e4.
\n \uc774\ub85c \uc778\ud574 \uac15\ud654\ud559\uc2b5\uc740 \ud658\uacbd\uc758 \ubcc0\ud654\ub97c \ubcf4\ub2e4 \ud6a8\uacfc\uc801\uc73c\ub85c \ub2e4\ub8f0 \uc218 \uc788\ub2e4.\n <\/p>\n<\/section>\n

\n

7. \uacb0\ub860<\/h2>\n

\n \uac15\ud654\ud559\uc2b5\uc740 \uba38\uc2e0\ub7ec\ub2dd \ubd84\uc57c\uc5d0\uc11c \ub3c5\ud2b9\ud55c \uc704\uce58\ub97c \ucc28\uc9c0\ud558\uace0 \uc788\ub2e4.
\n \ub2e4\uc591\ud55c \uc751\uc6a9 \ubd84\uc57c\uc640 \uac15\ub825\ud55c \ud559\uc2b5 \ub2a5\ub825\uc744 \ubc14\ud0d5\uc73c\ub85c, \uac15\ud654\ud559\uc2b5\uc740 \uc55e\uc73c\ub85c \ub354\uc6b1 \uc8fc\ubaa9\ubc1b\uc744 \uae30\uc220\uc774 \ub420 \uac83\uc774\ub2e4.
\n \ubcf8 \uae00\uc758 \ub0b4\uc6a9\uc744 \ud1b5\ud574 \uac15\ud654\ud559\uc2b5\uacfc \ub2e4\ub978 \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc95 \uc0ac\uc774\uc758 \ucc28\uc774\uc810 \ubc0f \uac15\ud654\ud559\uc2b5\uc758 \uc7a5\ub2e8\uc810\uc5d0 \ub300\ud574 \uc774\ud574\ud560 \uc218 \uc788\uc5c8\uae30\ub97c \ubc14\ub780\ub2e4.
\n \ub2e4\uac00\uc624\ub294 \uc2dc\ub300\uc758 \uc778\uacf5\uc9c0\ub2a5\uc740 \ub354\uc6b1 \uc9c4\ud654\ud560 \uac83\uc774\uba70, \uc5ec\uae30\uc11c \uac15\ud654\ud559\uc2b5\uc740 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud560 \uac83\uc774\ub2e4.\n <\/p>\n<\/section>\n<\/article>\n

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