{"id":9016,"date":"2020-03-10T12:37:14","date_gmt":"2020-03-10T03:37:14","guid":{"rendered":"http:\/\/www.gisdeveloper.co.kr\/?p=9016"},"modified":"2020-03-11T07:40:42","modified_gmt":"2020-03-10T22:40:42","slug":"%ea%b0%95%ed%99%94%ed%95%99%ec%8a%b5-%ec%9a%a9%ec%96%b4","status":"publish","type":"post","link":"http:\/\/www.gisdeveloper.co.kr\/?p=9016","title":{"rendered":"\uac15\ud654\ud559\uc2b5 \uc6a9\uc5b4"},"content":{"rendered":"<p><img decoding=\"async\" src=\"http:\/\/www.gisdeveloper.co.kr\/wp-content\/uploads\/2020\/03\/rs_1.png\" alt=\"\" width=\"714\" class=\"aligncenter size-full wp-image-9017\" \/><\/p>\n<p>\ud658\uacbd(Environment)\uc740 \ud589\uc704\uc790(Agent)\uac00 \ud589\ub3d9\ud558\ub294 \uacf5\uac04\uc785\ub2c8\ub2e4. \uc5b4\ub5a4 \uc0c1\ud0dc(State)\uc5d0\uc11c \ud589\uc704\uc790\uc758 \ud589\uc704(Action)\uc5d0 \ub530\ub77c \uc0c8\ub85c\uc6b4 \uc0c1\ud0dc(State)\uc73c\ub85c\uc758 \ubcc0\ud654\uc640 \uadf8 \ud589\uc704\uc5d0 \ub300\ud55c \ubcf4\uc0c1(Reward)\uc774 \ub9cc\ub4e4\uc5b4\uc9d1\ub2c8\ub2e4. \uc5f0\uc18d\ub41c \ud589\uc704\uc758 \ucc98\uc74c\uacfc \uc885\ub8cc\uae4c\uc9c0\ub97c \ud558\ub098\uc758 \uc5d0\ud53c\uc18c\ub4dc(Episode)\ub77c\uace0 \ud558\ub294\ub370, \ud558\ub098\uc758 \uc5d0\ud53c\uc18c\ub4dc\ub97c \ud1b5\ud574 \uc5bb\uc5b4\uc9c4 \ubcf4\uc0c1\uc758 \ud569\uc744 \uc218\uc775(G)\uc774\ub77c\uace0 \ud569\ub2c8\ub2e4. \uac15\ud654\ud559\uc2b5\uc740 \ubc14\ub85c \uc774 \uc218\uc775\uc744 \ucd5c\ub300\ud654\uc2dc\ud0a4\uae30 \uc704\ud55c \ud589\uc704\uac00 \uc120\ud0dd\ub420 \uc218 \uc788\ub294 \uc815\ucc45(Policy)\ub97c \uac15\ud654\uc2dc\ud0a4\ub294 \uac83\uc774 \ubaa9\ud45c\uc785\ub2c8\ub2e4.<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.gisdeveloper.co.kr\/wp-content\/uploads\/2020\/03\/rs_2.png\" alt=\"\" width=\"560\" class=\"aligncenter size-full wp-image-9019\" \/><\/p>\n<p>\ud658\uacbd\uc774 \ubbf8\ub85c\uc77c\ub54c, \uc704\uc758 \uadf8\ub9bc\uc740 \ud589\uc704\uc790\uac00 \ud560 \uc218 \uc788\ub294 \ud589\uc704(Action)\uc785\ub2c8\ub2e4. \uc989, \ubbf8\ub85c\uc5d0\uc11c \ud589\uc704\uc790\uac00 \uc5b4\ub5a4 \uc704\uce58(\uc0c1\ud0dc;State)\uc5d0 \uc788\uc744\ub54c \uc704\ucabd, \uc624\ub978\ucabd, \uc544\ub798\ucabd, \uc67c\ucabd\uc73c\ub85c \uc774\ub3d9\ud560 \uc218 \uc788\ub294 \ud589\uc704\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4. s4\uc5d0\uc11c \ud589\uc704\uc790\uac00 a1\uc774\ub77c\ub294 \ud589\uc704\ub97c \ud588\uc744\ub54c \ud56d\uc0c1 s1\uc73c\ub85c \uc774\ub3d9\ud558\ub294 \uac83\uc744 \ubcf4\uc7a5\ud55c\ub2e4\uba74, \uc774\ub7ec\ud55c \ud658\uacbd\uc744 \uacb0\uc815\ub860\uc801 \ud658\uacbd\uc774\ub77c\uace0 \ud558\uba70, \uc0c1\ud0dc\uc804\uc774\ud655\ub960\uc774 1\uc774\ub77c\uace0 \ud569\ub2c8\ub2e4.<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.gisdeveloper.co.kr\/wp-content\/uploads\/2020\/03\/rs_3.png\" alt=\"\" width=\"1067\" class=\"aligncenter size-full wp-image-9021\" \/><\/p>\n<p>\ud589\uc704\uc5d0 \ub300\ud55c \uac00\uce58 \ub610\ub294 \uc0c1\ud0dc\uc5d0 \ub300\ud55c \uac00\uce58\ub97c \ud30c\uc545\ud558\uae30 \uc704\ud55c \uadf8\ub9bc\uc73c\ub85c \ubc31\uc5c5\ub2e4\uc774\uc5b4\uadf8\ub7a8(Backup-Diagram)\uc744 \uc0ac\uc6a9\ud558\ub294\ub370, \uc704\uc758 \uadf8\ub9bc\ucc98\ub7fc \ucc98\uc74c \uc0c1\ud0dc\uc5d0 \ub300\ud574\uc11c \ucde8\ud560 \uc218 \uc788\ub294 \ud589\uc704\uc5d0 \ub300\ud55c \uc0c8\ub85c\uc6b4 \uc0c1\ud0dc\ub85c\uc758 \uc804\uc774\ub97c \ud45c\ud604\ud558\uace0 \uc788\uc73c\uba70, \uac01 \uc0c1\ud0dc\uc5d0\uc11c\uc758 \ubcf4\uc0c1\uac12\ub3c4 \ud45c\uc2dc\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf4\uc0c1\uc740 \uc9c0\uae08 \ub2f9\uc7a5\uc758 \uc0c1\ud0dc\uc5d0\uc11c \ubc1b\ub294 \uac83\uc774 \uc544\ub2c8\uace0 \ud589\uc704\uc5d0 \ub300\ud55c \uadf8 \ub2e4\uc74c \uc0c1\ud0dc\uc5d0\uc11c \ubc1b\uac8c \ub41c\ub2e4\ub294 \uac83\uc5d0 \uc720\uc758\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>\uac15\ud654\ud559\uc2b5\uc5d0\uc11c \ud658\uacbd(Environment)\uc740 \ubcf4\uc0c1 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ub2e4\ub978 \ud559\uc2b5\uacfc\ub294 \ub2e4\ub974\uac8c \uac15\ud654\ud559\uc2b5\uc740 \ub370\uc774\ud130\ub85c \uc9c4\ud589\ub418\uc9c0 \uc54a\uace0, \ud658\uacbd\uc774\ub77c\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud574 \uc774\ub8e8\uc5b4\uc9c4\ub2e4\ub294 \uc810\uc774 \ud070 \ub9e4\ub825\uc785\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud658\uacbd(Environment)\uc740 \ud589\uc704\uc790(Agent)\uac00 \ud589\ub3d9\ud558\ub294 \uacf5\uac04\uc785\ub2c8\ub2e4. \uc5b4\ub5a4 \uc0c1\ud0dc(State)\uc5d0\uc11c \ud589\uc704\uc790\uc758 \ud589\uc704(Action)\uc5d0 \ub530\ub77c \uc0c8\ub85c\uc6b4 \uc0c1\ud0dc(State)\uc73c\ub85c\uc758 \ubcc0\ud654\uc640 \uadf8 \ud589\uc704\uc5d0 \ub300\ud55c \ubcf4\uc0c1(Reward)\uc774 \ub9cc\ub4e4\uc5b4\uc9d1\ub2c8\ub2e4. \uc5f0\uc18d\ub41c \ud589\uc704\uc758 \ucc98\uc74c\uacfc \uc885\ub8cc\uae4c\uc9c0\ub97c \ud558\ub098\uc758 \uc5d0\ud53c\uc18c\ub4dc(Episode)\ub77c\uace0 \ud558\ub294\ub370, \ud558\ub098\uc758 \uc5d0\ud53c\uc18c\ub4dc\ub97c \ud1b5\ud574 \uc5bb\uc5b4\uc9c4 \ubcf4\uc0c1\uc758 \ud569\uc744 \uc218\uc775(G)\uc774\ub77c\uace0 \ud569\ub2c8\ub2e4. \uac15\ud654\ud559\uc2b5\uc740 \ubc14\ub85c \uc774 \uc218\uc775\uc744 \ucd5c\ub300\ud654\uc2dc\ud0a4\uae30 \uc704\ud55c \ud589\uc704\uac00 \uc120\ud0dd\ub420 \uc218 \uc788\ub294 \uc815\ucc45(Policy)\ub97c \uac15\ud654\uc2dc\ud0a4\ub294 \uac83\uc774 \ubaa9\ud45c\uc785\ub2c8\ub2e4. \ud658\uacbd\uc774 \ubbf8\ub85c\uc77c\ub54c, \uc704\uc758 \uadf8\ub9bc\uc740 \ud589\uc704\uc790\uac00 \ud560 \uc218 \uc788\ub294 \ud589\uc704(Action)\uc785\ub2c8\ub2e4. &hellip; <\/p>\n<p class=\"link-more\"><a href=\"http:\/\/www.gisdeveloper.co.kr\/?p=9016\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;\uac15\ud654\ud559\uc2b5 \uc6a9\uc5b4&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[132],"tags":[],"class_list":["post-9016","post","type-post","status-publish","format-standard","hentry","category-deep-machine-learning"],"_links":{"self":[{"href":"http:\/\/www.gisdeveloper.co.kr\/index.php?rest_route=\/wp\/v2\/posts\/9016","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.gisdeveloper.co.kr\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.gisdeveloper.co.kr\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.gisdeveloper.co.kr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.gisdeveloper.co.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=9016"}],"version-history":[{"count":7,"href":"http:\/\/www.gisdeveloper.co.kr\/index.php?rest_route=\/wp\/v2\/posts\/9016\/revisions"}],"predecessor-version":[{"id":9026,"href":"http:\/\/www.gisdeveloper.co.kr\/index.php?rest_route=\/wp\/v2\/posts\/9016\/revisions\/9026"}],"wp:attachment":[{"href":"http:\/\/www.gisdeveloper.co.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9016"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.gisdeveloper.co.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=9016"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.gisdeveloper.co.kr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=9016"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}