{"id":9680,"date":"2020-01-22T12:00:24","date_gmt":"2020-01-22T03:00:24","guid":{"rendered":"https:\/\/vitalify.jp\/app-lab\/?p=9680"},"modified":"2021-10-27T18:30:24","modified_gmt":"2021-10-27T09:30:24","slug":"20200116_unity_lab","status":"publish","type":"post","link":"https:\/\/vitalify.jp\/app-lab\/vietnam-offshore\/20200116_unity_lab\/","title":{"rendered":"\u3010\u5b8c\u5168\u89e3\u8aac\u3011Unity\u3092\u6d3b\u7528\u30573D\u4eee\u60f3\u7a7a\u9593\u3067AI\u306b\u8377\u7269\u306e\u904b\u642c\u3092\u5f37\u5316\u5b66\u7fd2\u3055\u305b\u308b\u5b9f\u9a13"},"content":{"rendered":"<p>\u4eca\u56de\u306f\u3001Unity\u3067\u5f37\u5316\u5b66\u7fd2\u3092\u5229\u7528\u3067\u304d\u308bML-Agents\u3068\u3044\u3046\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066\u3001<span class=\"important-bold\">Unity\u5185\u3067\u4f5c\u6210\u3057\u305f\u67b6\u7a7a\u306e\u5de5\u696d\u7528\u30ed\u30dc\u30c3\u30c8\u306b\u4f5c\u696d\u3092\u5b66\u7fd2\u3055\u305b\u308b\u5b9f\u9a13<\/span>\u3092\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<p>\u307e\u305a\u306f\u3001\u5b9f\u9a13\u306e\u7d50\u679c\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<br \/>\n<iframe title=\"Crane Simulator with Unity ML Agents 4\" width=\"844\" height=\"475\" src=\"https:\/\/www.youtube.com\/embed\/XuWE5qVhIVg?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe><\/p>\n<p>\u3053\u308c\u306f\u3001AI\u304c\u300c<span class=\"important-bold\">\u5f37\u5316\u5b66\u7fd2<\/span>\u300d\u3068\u3044\u3046\u624b\u6cd5\u3067\u3001\u8377\u7269\u306e\u904b\u642c\u3092\u5b66\u7fd2\u3057\u305f\u6210\u679c\u3067\u3059\u3002<br \/>\n\u3053\u306e\u624b\u6cd5\u3067\u306f\u3001AI\u304c\u8ab2\u984c\u306b\u6210\u529f\u3059\u308b\u5ea6\u306b\u30d7\u30e9\u30b9\u306e\u5831\u916c\u3092\u3001\u5931\u6557\u306e\u5ea6\u306b\u30de\u30a4\u30ca\u30b9\u306e\u5831\u916c\u3092\u4e0e\u3048\u307e\u3059\u3002AI\u306f\u4f55\u4e07\u56de\u3068\u3044\u3046\u5931\u6557\u3092\u7e70\u308a\u8fd4\u3057\u306a\u304c\u3089\u3001\u6210\u529f\u4f8b\u306e\u5171\u901a\u70b9\u3092\u63a2\u3057\u3001\u6700\u9069\u306a\u624b\u6cd5\u3092\u6a21\u7d22\u3057\u7d9a\u3051\u307e\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306e\u5b66\u7fd2\u3067\u3001AI\u306b\u4e0e\u3048\u305f\u74b0\u5883\u306e\u8a73\u7d30\u306f\u4e0b\u8a18\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<div id=\"toc_container\" class=\"no_bullets\"><p class=\"toc_title\">\u76ee\u6b21<\/p><ul class=\"toc_list\"><li><a href=\"#1\">1. \u8ab2\u984c<\/a><\/li><li><a href=\"#2\">2. \u5831\u916c<\/a><\/li><li><a href=\"#3\">3. \u5f37\u5316\u5b66\u7fd2\u306e\u30b3\u30c4<\/a><\/li><li><a href=\"#4\">4. \u5b9f\u9a13\u2460 \u5ea7\u6a19\u60c5\u5831\u306e\u307f\u306b\u3088\u308b\u5b66\u7fd2<\/a><\/li><li><a href=\"#5\">5. \u5b9f\u9a13\u2461 \u969c\u5bb3\u7269\u3092\u914d\u7f6e\u3059\u308b<\/a><\/li><li><a href=\"#6\">6. \u5b9f\u9a13\u2462 \u8996\u899a\u60c5\u5831\u306b\u3088\u308a\u5b66\u7fd2\u3055\u305b\u308b<\/a><\/li><li><a href=\"#7\">7. \u5b9f\u9a13\u2463 \u4f4d\u7f6e\u3068\u8996\u899a\u60c5\u5831\u306b\u3088\u308a\u5b66\u7fd2\u3055\u305b\u308b<\/a><\/li><li><a href=\"#8\">8. \u307e\u3068\u3081<\/a><\/li><li><a href=\"#9_Unity\">9. Unity\u306b\u8208\u5473\u3092\u6301\u3063\u305f\u3089\u30d0\u30a4\u30bf\u30ea\u30d5\u30a3\u3078<\/a><\/li><\/ul><\/div>\n<h2><span id=\"1\">1. \u8ab2\u984c<\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-9818\" src=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/01\/\u8377\u7269\u904b\u3073.png\" alt=\"\u8377\u7269\u904b\u3073\" width=\"640\" height=\"368\" srcset=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/01\/\u8377\u7269\u904b\u3073.png 861w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/01\/\u8377\u7269\u904b\u3073-300x172.png 300w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/01\/\u8377\u7269\u904b\u3073-768x441.png 768w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><br \/>\n\u3053\u306e\u30ed\u30dc\u30c3\u30c8\u306e\u30a2\u30fc\u30e0\u306e\u5148\u7aef\u306b\u306f\u78c1\u77f3\u306e\u6027\u8cea\u3092\u6a21\u3057\u305f\u9ed2\u3044\u30d8\u30c3\u30c9\u304c\u88c5\u7740\u3055\u308c\u3066\u3044\u3066\u3001\u30c1\u30a7\u30c3\u30af\u67c4\u306e\u7bb1\u3092\u5438\u7740\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\n\u3053\u306e\u30c1\u30a7\u30c3\u30af\u67c4\u306e\u7bb1\u3092\u3001\u7dd1\u306e\u53f0\u5ea7\u304b\u3089\u8d64\u3044\u53f0\u5ea7\u307e\u3067\u904b\u3076\u3053\u3068\u304c\u3001\u3053\u306e\u30ed\u30dc\u30c3\u30c8\u306e\u4ed5\u4e8b\u3067\u3059\u3002<\/p>\n<p>\u969c\u5bb3\u7269\u306f\u3001\u7d2b\u8272\u306e\u7bb1\u3068\u3057\u3066\u8868\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n\u8377\u7269\u307e\u305f\u306f\u30d8\u30c3\u30c9\u304c\u969c\u5bb3\u7269\u306b\u89e6\u308c\u308b\u3068\u3001\u4f5c\u696d\u306f\u5373\u6642\u5931\u6557\u3068\u5224\u5b9a\u3055\u308c\u307e\u3059\u3002<br \/>\n\u8377\u7269\u306b\u30d8\u30c3\u30c9\u3092\u5f37\u304f\u62bc\u3057\u4ed8\u3051\u904e\u304e\u305f\u5834\u5408\u3082\u3001\u8377\u7269\u304c\u58ca\u308c\u3066\u5931\u6557\u3068\u5224\u5b9a\u3055\u308c\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n<p>\u30ed\u30dc\u30c3\u30c8\u306f\u4ee5\u4e0b\u306e3\u7a2e\u985e\u306e\u884c\u52d5\u3092\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\n\u30fb\u81ea\u8eab\u306e\u4f4d\u7f6e\u306e\u5de6\u53f3\u79fb\u52d5<br \/>\n\u30fb\u30a2\u30fc\u30e0\u306e\u524d\u5f8c\u79fb\u52d5<br \/>\n\u30fb\u30a2\u30fc\u30e0\u306e\u4e0a\u4e0b\u79fb\u52d5<\/p>\n<h2><span id=\"2\">2. \u5831\u916c<\/span><\/h2>\n<p>\u5b9f\u969b\u306b\u306f\u3082\u3063\u3068\u7d30\u304b\u3044\u5831\u916c\u306e\u914d\u5206\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u4ee3\u8868\u7684\u306a\u4f8b\u306f\u4e0b\u8a18\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<div class=\"box-default\">\u8377\u7269\u3092\u30b4\u30fc\u30eb\u306e\u4e2d\u5fc3\u306b\u904b\u3079\u305f\u3089 <span class=\"danger-bold\">+1\u70b9\uff08\u6e80\u70b9\uff09<\/span><br \/>\n\u8377\u7269\u3092\u30d8\u30c3\u30c9\u306b\u5438\u7740\u3067\u304d\u305f\u3089 <span class=\"danger-bold\">+0.5\u70b9<\/span><br \/>\n\u8377\u7269\u304b\u30d8\u30c3\u30c9\u304c\u5730\u9762\u306b\u89e6\u308c\u305f\u3089 <span class=\"important-bold\">0\u70b9<\/span><br \/>\n\u6642\u9593\u5207\u308c\u307e\u3067\u306b\u4e0a\u8a18\u306e\u3044\u305a\u308c\u306b\u3082\u5f53\u3066\u306f\u307e\u3089\u306a\u3051\u308c\u3070 <span class=\"success-bold\">-1\u70b9\uff08\u6700\u60aa\uff09<\/span><\/div>\n<p>\u6700\u521d\u306e\u5076\u7136\u306e\u6210\u529f\u304c\u8d77\u304d\u3084\u3059\u304f\u306a\u308b\u3088\u3046\u306b\u3001\u300c\u4f55\u3082\u884c\u52d5\u305b\u305a\u306b\u6642\u9593\u5207\u308c\u306b\u306a\u308b\u3088\u308a\u306f\u3001\u30d8\u30c3\u30c9\u304c\u5730\u9762\u306b\u89e6\u308c\u305f\u65b9\u304c\u30de\u30b7\u300d\u3068\u3044\u3046\u8a8d\u8b58\u3092\u5f97\u308b\u3088\u3046\u306a\u5831\u916c\u306e\u914d\u5206\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2><span id=\"3\">3. \u5f37\u5316\u5b66\u7fd2\u306e\u30b3\u30c4<\/span><\/h2>\n<p>\u5f37\u5316\u5b66\u7fd2\u3067\u306f\u3001\u300c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u300d\u3068\u547c\u3070\u308c\u308b\u67b6\u7a7a\u306e\u88ab\u9a13\u8005\u306b\u3001\u4f55\u5341\u4e07\u56de\u3082\u5931\u6557\u3092\u7e70\u308a\u8fd4\u3055\u305b\u3066\u3001\u305d\u306e\u884c\u52d5\u306b\u5bfe\u3057\u3066\u9069\u5207\u306a\u5831\u916c\u3092\u4e0e\u3048\u308b\u3053\u3068\u3067\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5f90\u3005\u306b\u6210\u529f\u78ba\u7387\u3092\u9ad8\u3081\u308b\u3088\u3046\u306b\u5c0e\u3044\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>\u3064\u307e\u308a\u3001\u5b66\u7fd2\u306e\u521d\u671f\u6bb5\u968e\u3067\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u5168\u304f\u306e\u30c7\u30bf\u30e9\u30e1\u306b\u884c\u52d5\u3092\u3057\u307e\u3059\u3002\u305d\u306e\u969b\u3001\u3054\u304f\u7a00\u306b\u3001\u5b8c\u5168\u306a\u308b\u5076\u7136\u306e\u7523\u7269\u306b\u3088\u308a\u6210\u529f\u3068\u306a\u308b\u884c\u52d5\u3092\u3057\u307e\u3059\u3002<\/p>\n<p>AI\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u884c\u52d5\u3092\u5e38\u306b\u89b3\u5bdf\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5f97\u305f\u6700\u521d\u306e\u6570\u56de\u306e\u5076\u7136\u306b\u3088\u308b\u6210\u529f\u304b\u3089\u3001AI\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6210\u529f\u3092\u5f97\u308b\u904e\u7a0b\u3067\u3068\u3063\u305f\u884c\u52d5\u306e\u5171\u901a\u70b9\u3092\u898b\u51fa\u3057\u3001\u6700\u9069\u306a\u884c\u52d5\u3092\u6a21\u7d22\u3057\u307e\u3059\u3002<\/p>\n<p>\u8a00\u3044\u63db\u3048\u308c\u3070\u3001\u5f37\u5316\u5b66\u7fd2\u3067\u306f\u3001\u5b66\u7fd2\u306e\u521d\u671f\u6bb5\u968e\u3067\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30c7\u30bf\u30e9\u30e1\u306a\u884c\u52d5\u304b\u3089\u5168\u304f\u306e\u5076\u7136\u306b\u3088\u308a\u6210\u529f\u304c\u767a\u751f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u30c7\u30bf\u30e9\u30e1\u306a\u884c\u52d5\u3067\u6210\u529f\u3067\u304d\u308b\u78ba\u7387\u304c\u6975\u7aef\u306b\u4f4e\u3044\u8ab2\u984c\u3092\u4e0e\u3048\u308b\u3068\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u4f55\u767e\u4e07\u56de\u884c\u52d5\u3092\u7e70\u308a\u8fd4\u3057\u3066\u3082\u3001\u6b63\u89e3\u4f8b\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u305a\u3001\u5b66\u7fd2\u304c\u9032\u307f\u307e\u305b\u3093\u3002<\/p>\n<p>\u3053\u306e\u72b6\u6cc1\u3092\u300c\u5831\u916c\u304c\u758e\u3067\u3042\u308b\u300d\u3068\u8868\u73fe\u3057\u305f\u308a\u3057\u307e\u3059\u3002\u300c\u758e\u300d\u306fsparse\u306e\u8a33\u3067\u3059\u3002<br \/>\n\u5831\u916c\u304c\u758e\u3067\u3042\u308b\u72b6\u6cc1\u3092\u56de\u907f\u3059\u308b\u305f\u3081\u306b\u306f\u3044\u304f\u3064\u304b\u65b9\u6cd5\u8ad6\u304c\u3042\u308a\u307e\u3059\u304c\uff08\u6a5f\u4f1a\u304c\u3042\u308c\u3070\u3001\u8a73\u3057\u304f\u306f\u5225\u306e\u8a18\u4e8b\u3067\u66f8\u304d\u307e\u3059\uff09\u3001\u4eca\u56de\u306f\u4e0b\u8a18\u306e\u7c21\u5358\u306a\u65b9\u6cd5\u3067\u5831\u916c\u304c\u300c\u5bc6\u300d\u306a\u74b0\u5883\u3092\u4f5c\u308a\u307e\u3057\u305f\u3002<\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-9818\" src=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/01\/\u8377\u7269\u904b\u3073.png\" alt=\"\u8377\u7269\u904b\u3073\" width=\"640\" height=\"368\" srcset=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/01\/\u8377\u7269\u904b\u3073.png 861w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/01\/\u8377\u7269\u904b\u3073-300x172.png 300w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/01\/\u8377\u7269\u904b\u3073-768x441.png 768w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>\u521d\u671f\u4f4d\u7f6e\u3067\u3042\u308b\u7dd1\u306e\u53f0\u5ea7\u3068\u3001\u30b4\u30fc\u30eb\u3067\u3042\u308b\u8d64\u306e\u53f0\u5ea7\u306f\u3001\u30a8\u30d4\u30bd\u30fc\u30c9\u3054\u3068\u306b\u30e9\u30f3\u30c0\u30e0\u306b\u518d\u914d\u7f6e\u3055\u308c\u307e\u3059\u3002<br \/>\n\u305d\u306e\u969b\u3001\u4e00\u5b9a\u306e\u78ba\u7387\u3067\u3001\u521d\u671f\u4f4d\u7f6e\u3068\u30b4\u30fc\u30eb\u304c\u3054\u304f\u8fd1\u3044\u4f4d\u7f6e\u306b\u914d\u7f6e\u3055\u308c\u308b\u3088\u3046\u306b\u5de5\u592b\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u30ed\u30dc\u30c3\u30c8\u304c\u5076\u7136\u30d8\u30c3\u30c9\u306b\u8377\u7269\u3092\u5438\u7740\u3055\u305b\u3001\u305d\u306e\u5f8c\u3001\u5076\u7136\u307b\u3093\u306e\u5c11\u3057\u3060\u3051\u6a2a\u79fb\u52d5\u3059\u308c\u3070\u3001\u6e80\u70b9\u306b\u8fd1\u3044\u5831\u916c\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\n\u3053\u308c\u3067\u3059\u3089\u3001\u3054\u304f\u7a00\u306b\u3057\u304b\u767a\u751f\u3057\u306a\u3044\u5947\u8de1\u306e\u3088\u3046\u306a\u5076\u7136\u3067\u3059\u304c\u3001\u305d\u308c\u3067\u3082\u4f55\u4e07\u56de\u3068\u3044\u3046\u8a66\u884c\u306e\u4e2d\u3067\u306f\u5145\u5206\u306b\u767a\u751f\u3057\u5f97\u307e\u3059\u3002<\/p>\n<p>\u305d\u308c\u306b\u3088\u308a\u3001AI\u306f\u3001\u307e\u305a\u306f\u8fd1\u3044\u30b4\u30fc\u30eb\u306b\u5bfe\u3057\u3066\u8377\u7269\u3092\u904b\u3076\u3053\u3068\u3092\u899a\u3048\u307e\u3059\u3002<br \/>\n\u305d\u3053\u304b\u3089\u3001\u5c11\u3057\u305a\u3064\u9060\u3044\u3068\u3053\u308d\u306b\u3042\u308b\u30b4\u30fc\u30eb\u307e\u3067\u8377\u7269\u3092\u904b\u3076\u3053\u3068\u3092\u899a\u3048\u3001\u5f90\u3005\u306b\u6210\u529f\u7387\u304c\u9ad8\u307e\u3063\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h2><span id=\"4\">4. \u5b9f\u9a13\u2460 \u5ea7\u6a19\u60c5\u5831\u306e\u307f\u306b\u3088\u308b\u5b66\u7fd2<\/span><\/h2>\n<p>\u307e\u305a\u306f\u3001\u305d\u3082\u305d\u3082AI\u304c\u3053\u306e\u3088\u3046\u306a\u4f5c\u696d\u3092\u899a\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u304b\u3001<span class=\"danger-bold\">\u969c\u5bb3\u7269\u7121\u3057\u306e\u74b0\u5883<\/span>\u3067\u691c\u8a3c\u3057\u3066\u307f\u307e\u3057\u305f\u3002<br \/>\n25\u4e07\u30b9\u30c6\u30c3\u30d7\u306e\u5b66\u7fd2\u3092\u5b9f\u65bd\u3057\u305f\u7d50\u679c\u304c\u3001\u4e0b\u8a18\u306e\u52d5\u753b\u3067\u3059\u3002<br \/>\n<span class=\"important-bold\">\u5e73\u5747\u5831\u916c0.98<\/span>\u3092\u9054\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<p><iframe title=\"Crane Simulator with Unity ML Agents 1\" width=\"844\" height=\"475\" src=\"https:\/\/www.youtube.com\/embed\/tQcw_b0PKyQ?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe><\/p>\n<p>\u4eca\u56de\u306e\u5b9f\u9a13\u3067\u306f\u3001AI\u306b\u306f\u4e0b\u8a18\u306e\u60c5\u5831\u306e\u307f\u3092\u4e0e\u3048\u3066\u3044\u307e\u3059\u3002<br \/>\nA\uff1a\u30d8\u30c3\u30c9\u306e\u4f4d\u7f6e<br \/>\nB\uff1a\u8377\u7269\u306e\u4f4d\u7f6e<br \/>\nC\uff1a\u30b4\u30fc\u30eb\u306e\u4f4d\u7f6e<\/p>\n<p>\u3064\u307e\u308a\u3001\u3053\u306e\u5b9f\u9a13\u306e\u4e2d\u3067\u306f\u3001AI\u306f\u8996\u899a\u7684\u306b\u72b6\u6cc1\u3092\u6349\u3048\u3066\u3044\u308b\u8a33\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<br \/>\n\u307e\u305f\u3001\u305d\u308c\u305e\u308c\u306e\u4f4d\u7f6e\u304c\u4f55\u3092\u610f\u5473\u3059\u308b\u306e\u304b\u306e\u60c5\u5831\u3082\u4e0e\u3048\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n<p>AI\u306f\u3001\u81ea\u8eab\u304c\u64cd\u4f5c\u3057\u3066\u3044\u308b\u30ed\u30dc\u30c3\u30c8\u304c\u3069\u306e\u3088\u3046\u306a\u5f62\u3092\u3057\u3066\u3044\u308b\u306e\u304b\u3059\u3089\u77e5\u3089\u305a\u3001\u30c7\u30bf\u30e9\u30e1\u306b\u30ed\u30dc\u30c3\u30c8\u3092\u64cd\u4f5c\u3059\u308b\u3068\u3001ABC\uff08\u3068\u3044\u3046\u610f\u5473\u4e0d\u660e\u306a\uff09\u5ea7\u6a19\u304c\u3069\u306e\u3088\u3046\u306b\u5909\u5316\u3059\u308b\u304b\u3092\u3072\u305f\u3059\u3089\u89b3\u5bdf\u3057\u7d9a\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u7d50\u679c\u3001AI\u306f\u3001\u300c\u7406\u7531\u306f\u77e5\u3089\u306a\u3044\u3051\u3069\u3001\u307e\u305a\u306fA\u3068B\u306e\u5ea7\u6a19\u3092\u8fd1\u3065\u3051\u3001\u6b21\u306bB\u3068C\u306e\u5ea7\u6a19\u3092\u8fd1\u3065\u3051\u308c\u3070\u3001\u5831\u916c\u304c\u3082\u3089\u3048\u308b\u3089\u3057\u3044\u300d\u3068\u3044\u3046\u3053\u3068\u3092\u77e5\u308a\u307e\u3059\u3002<br \/>\n\u305d\u3053\u304b\u3089\u3001\u8a00\u8449\u3067\u306f\u8aac\u660e\u3082\u3064\u304b\u306a\u3044\u3088\u3046\u306a\u7d30\u304b\u3044\u30b3\u30c4\u3092\u899a\u3048\u3001\u5f90\u3005\u306b\u6210\u529f\u7387\u3092\u9ad8\u3081\u3066\u3044\u304f\u3068\u3044\u3046\u8a33\u3067\u3059\u3002<br \/>\n\u969c\u5bb3\u7269\u304c\u306a\u3044\u72b6\u6cc1\u3067\u306f\u3001\u305f\u3063\u305f\u3053\u308c\u3060\u3051\u306e\u60c5\u5831\u304b\u3089\u3001\u52b9\u7387\u7684\u306b\u6210\u529f\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u7fd2\u3067\u304d\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3057\u305f\u3002<\/p>\n<h2><span id=\"5\">5. \u5b9f\u9a13\u2461 \u969c\u5bb3\u7269\u3092\u914d\u7f6e\u3059\u308b<\/span><\/h2>\n<p>\u3053\u3053\u304b\u3089\u304c\u5b9f\u9a13\u306e\u672c\u756a\u3067\u3059\u3002<\/p>\n<p>\u5148\u307b\u3069\u306e\u5b9f\u9a13\u306e\u74b0\u5883\u306b\u3001<span class=\"danger-bold\">\u969c\u5bb3\u7269\u3092\u4f55\u500b\u304b\u914d\u7f6e<\/span>\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<p>\u307e\u305a\u306f\u6562\u3048\u3066\u3001AI\u306b\u306f\u3001\u5148\u307b\u3069\u306e\u5b9f\u9a13\u3068\u540c\u3058\u60c5\u5831\uff08ABC\u306e\u5ea7\u6a19\uff09\u306e\u307f\u3092\u4e0e\u3048\u3066\u5b66\u7fd2\u3055\u305b\u3066\u307f\u307e\u3059\u3002<br \/>\n\u3064\u307e\u308a\u3001AI\u306f\u969c\u5bb3\u7269\u306e\u60c5\u5831\u3092\u5168\u304f\u77e5\u308a\u307e\u305b\u3093\u3002<\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-9689\" src=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/01\/139c7e1d396fee9c05f47a67766fbd5d_s.jpg\" alt=\"\u5ea7\u6a19\" width=\"640\" height=\"376\" srcset=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/01\/139c7e1d396fee9c05f47a67766fbd5d_s.jpg 640w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/01\/139c7e1d396fee9c05f47a67766fbd5d_s-300x176.jpg 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>\u5148\u307b\u3069\u306e\u5b9f\u9a13\u3067\u3001AI\u304cABC\u306e\u610f\u5473\u8ad6\u7684\u306a\u4f4d\u7f6e\u4ed8\u3051\u3092\u5168\u304f\u77e5\u3089\u306a\u3044\u307e\u307e\u8377\u7269\u306e\u904b\u642c\u3092\u5b66\u7fd2\u3057\u305f\u3088\u3046\u306b\u3001\u5b58\u5728\u3082\u77e5\u3089\u306a\u3044\u969c\u5bb3\u7269\u3092\u907f\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u304b\u3002<br \/>\n\u304b\u3059\u304b\u306a\u671f\u5f85\u3067\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u300c\u7406\u7531\u306f\u77e5\u3089\u306a\u3044\u3051\u3069\u3001\u8377\u7269\u3092\u904b\u3093\u3060\u3089\u30d8\u30c3\u30c9\u3092\u771f\u4e0a\u306b\u5f15\u304d\u4e0a\u3052\u3066\u3001\u30b4\u30fc\u30eb\u306e\u4e0a\u306b\u3064\u3044\u3066\u304b\u3089\u771f\u4e0b\u306b\u4e0b\u308d\u305b\u3070\u3001\u5831\u916c\u304c\u3082\u3089\u3048\u308b\u3089\u3057\u3044\u300d\u3068\u3044\u3046\u4e07\u80fd\u7b56\u3092\u5b66\u7fd2\u3057\u3066\u304f\u308c\u305d\u3046\u306a\u6c17\u304c\u3057\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u5831\u916c\u304c\u5145\u5206\u306b\u5bc6\u306b\u306a\u308b\u3088\u3046\u3001\u969c\u5bb3\u7269\u306e\u9ad8\u3055\u306f\u30e9\u30f3\u30c0\u30e0\u306b\u3057\u3066\u304a\u308a\u3001\u4e2d\u306b\u306f\u5730\u9762\u30b9\u30ec\u30b9\u30ec\u304f\u3089\u3044\u306e\u9ad8\u3055\u306e\u969c\u5bb3\u7269\u3082\u3042\u308a\u307e\u3059\u3002<br \/>\n\u6a2a\u79fb\u52d5\u306e\u969b\u3001\u307b\u3093\u306e\u5c11\u3057\u3067\u3082\u8377\u7269\u3092\u5f15\u304d\u4e0a\u3052\u308c\u3070\u3001\u9577\u671f\u7684\u8996\u70b9\u3067\u306f\u3088\u308a\u591a\u304f\u306e\u5831\u916c\u3092\u3082\u3089\u3048\u308b\u72b6\u6cc1\u3067\u3059\u3002<br \/>\n\u679c\u305f\u3057\u3066\u3001AI\u306f\u6a2a\u79fb\u52d5\u306e\u969b\u3001\u5f90\u3005\u306b\u8377\u7269\u3092\u9ad8\u304f\u5f15\u304d\u4e0a\u3052\u308b\u3088\u3046\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u3068\u3044\u3046\u3053\u3068\u3067\u3001\u5b9f\u969b\u306b\u5b66\u7fd2\u3055\u305b\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<p><iframe title=\"Crane Simulator with Unity ML Agents 2\" width=\"844\" height=\"475\" src=\"https:\/\/www.youtube.com\/embed\/aZvsld68_5A?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe><\/p>\n<p>\u7d50\u679c\u300125\u4e07\u30b9\u30c6\u30c3\u30d7\u306e\u6642\u70b9\u3067\u3001<span class=\"important-bold\">\u5e73\u5747\u5831\u916c0.6<\/span>\u3042\u305f\u308a\u3092\u4e0a\u56de\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002<br \/>\n\u969c\u5bb3\u7269\u306e\u5b58\u5728\u3092\u7121\u8996\uff08\u77e5\u308b\u8853\u3082\u306a\u3044\u306e\u3067\u5f53\u7136\u3067\u3059\u304c\uff09\u3057\u3066\u8377\u7269\u3092\u30b4\u30fc\u30eb\u307e\u3067\u904b\u3073\u3001\u904b\u826f\u304f\u305d\u306e\u9593\u306b\u969c\u5bb3\u7269\u304c\u306a\u3044\u5834\u5408\u306e\u307f\u6210\u529f\u3057\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u307e\u3059\u3002<br \/>\n\u307e\u305f\u3001\u6a2a\u79fb\u52d5\u3082\u76f8\u5909\u308f\u3089\u305a\u76f4\u7dda\u7684\u306a\u79fb\u52d5\u3067\u3059\u3002<\/p>\n<p>\u3084\u306f\u308a\u3001\u89b3\u5bdf\u3067\u304d\u306a\u3044\u5bfe\u8c61\u304c\u5831\u916c\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u306b\u95a2\u3057\u3066\u306f\u3001\u4e0a\u624b\u304f\u5b66\u7fd2\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u306a\u3044\u3088\u3046\u3067\u3059\u3002<br \/>\n\u305f\u3060\u3057\u3001\u3053\u306e\u307e\u307e\u4f55\u5343\u4e07\u30b9\u30c6\u30c3\u30d7\u3068\u7e70\u308a\u8fd4\u305b\u3070\u3001\u307b\u3093\u306e\u5c11\u3057\u305a\u3064\u300c\u3068\u306b\u304b\u304f\u8377\u7269\u306f\u9ad8\u304f\u5f15\u304d\u4e0a\u3052\u308b\u3079\u3057\u300d\u3068\u3044\u3046\u4e07\u80fd\u7b56\u3092\u899a\u3048\u308b\u306e\u304b\u3082\u77e5\u308c\u306a\u3044\u306e\u3067\u65ad\u8a00\u306f\u3067\u304d\u307e\u305b\u3093\u304c\u2026.\u3002<\/p>\n<h2><span id=\"6\">6. \u5b9f\u9a13\u2462 \u8996\u899a\u60c5\u5831\u306b\u3088\u308a\u5b66\u7fd2\u3055\u305b\u308b<\/span><\/h2>\n<p>\u5148\u307b\u3069\u307e\u3067\u306f\u3001AI\u306f3\u7a2e\u985e\u306e\u4f4d\u7f6e\u60c5\u5831\u3060\u3051\u3092\u4e0e\u3048\u3089\u308c\u3066\u3044\u307e\u3057\u305f\u3002<br \/>\n\u4eca\u56de\u306f\u3001<span class=\"danger-bold\">AI\u306b\u8996\u899a\u7684\u60c5\u5831<\/span>\u3092\u4e0e\u3048\u3066\u307f\u307e\u3059\u3002<\/p>\n<p>\u30d8\u30c3\u30c9\u306e\u5148\u306b\u30ab\u30e1\u30e9\u3092\u8a2d\u7f6e\u3057\u3001\u305d\u306e\u6620\u50cf\u3092\u6bce\u30d5\u30ec\u30fc\u30e0AI\u306b\u4f1d\u3048\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u305f\u3002<br \/>\n\u3053\u308c\u306b\u3088\u308a\u3001AI\u306f\u7bb1\u3068\u30b4\u30fc\u30eb\u3068\u969c\u5bb3\u7269\u306e\u4f4d\u7f6e\u95a2\u4fc2\u3092\u8996\u899a\u7684\u306b\u628a\u63e1\u3067\u304d\u307e\u3059\u3002<br \/>\n\u305f\u3060\u3057\u3001\u9006\u306b\u4eca\u56de\u306fABC\u306e\u4f4d\u7f6e\u5ea7\u6a19\u306f\u4e0e\u3048\u3066\u3044\u307e\u305b\u3093\u3002<br \/>\n\u6620\u50cf\u306e\u307f\u304c\u89b3\u5bdf\u5bfe\u8c61\u3067\u3059\u3002<br \/>\n\u30ab\u30e1\u30e9\u306f\u3053\u306e\u3088\u3046\u306a\u6620\u50cf\u3092\u6349\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-9822\" src=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/01\/head-camera-1.png\" alt=\"head-camera (1)\" width=\"500\" height=\"500\" srcset=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/01\/head-camera-1.png 764w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/01\/head-camera-1-150x150.png 150w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/01\/head-camera-1-300x300.png 300w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/01\/head-camera-1-180x180.png 180w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u305d\u308c\u4ee5\u5916\u306e\u74b0\u5883\u306f\u3001\u5148\u307b\u3069\u306e\u5b9f\u9a13\u3068\u5168\u304f\u540c\u3058\u3067\u3059\u3002<\/p>\n<p><iframe title=\"Crane Simulator with Unity ML Agents 3\" width=\"844\" height=\"475\" src=\"https:\/\/www.youtube.com\/embed\/GJd7aRL3BAs?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe><\/p>\n<p>\u4e0a\u8a18\u304c\u7d50\u679c\u306e\u52d5\u753b\u3067\u3059\u3002<br \/>\n\u5b9f\u9a13\u2461\u3088\u308a\u3082\u6210\u529f\u7387\u304c\u4e0b\u304c\u3063\u3066\u3057\u307e\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u771f\u4e0a\u304b\u3089\u306e\u6620\u50cf\u306e\u307f\u304c\u4e0e\u3048\u3089\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u8377\u7269\u3068\u30d8\u30c3\u30c9\u3068\u306e\u8ddd\u96e2\u611f\u3092\u6b63\u3057\u304f\u8a8d\u8b58\u3067\u304d\u306a\u3044\u306e\u3067\u3057\u3087\u3046\u3002<br \/>\n\u7d50\u679c\u3001\u8377\u7269\u3092\u62bc\u3057\u6f70\u3057\u3066\u3057\u307e\u3044\u3001\u5931\u6557\u3068\u5224\u5b9a\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u3067\u3059\u3002<\/p>\n<p>\u4eca\u56de\u3082\u307e\u305f\u3001\u3082\u3057\u4f55\u5343\u4e07\u30b9\u30c6\u30c3\u30d7\u3068\u7e70\u308a\u8fd4\u305b\u3070\u3001\u8377\u7269\u3068\u306e\u8ddd\u96e2\u611f\u3092\u6b63\u78ba\u306b\u8a8d\u8b58\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u306e\u304b\u3082\u77e5\u308c\u307e\u305b\u3093\u3002<br \/>\n\u3067\u3059\u304c\u3001\u3053\u308c\u307e\u3067\u3068\u540c\u305825\u4e07\u30b9\u30c6\u30c3\u30d7\u3067\u3001\u3072\u3068\u307e\u305a\u7d42\u4e86\u3068\u3057\u307e\u3059\u3002<\/p>\n<h2><span id=\"7\">7. \u5b9f\u9a13\u2463 \u4f4d\u7f6e\u3068\u8996\u899a\u60c5\u5831\u306b\u3088\u308a\u5b66\u7fd2\u3055\u305b\u308b<\/span><\/h2>\n<p>\u6700\u5f8c\u306b\u3001<span class=\"danger-bold\">\u4f4d\u7f6e\u3068\u8996\u899a\u306e\u60c5\u5831\u3092\u540c\u6642\u306bAI\u306b\u4e0e\u3048\u3066\u307f\u308b<\/span>\u3053\u3068\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>\u4f4d\u7f6e\u60c5\u5831\u304b\u3089\u306f\u3001\u8377\u7269\u3092\u30b4\u30fc\u30eb\u307e\u3067\u904b\u3076\u3053\u3068\u304c\u3067\u304d\u308b\u3082\u306e\u306e\u3001\u969c\u5bb3\u7269\u3092\u907f\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u3002<br \/>\n\u307e\u305f\u3001\u8996\u899a\u60c5\u5831\u304b\u3089\u3060\u3051\u3067\u306f\u3001\u8377\u7269\u306b\u30d8\u30c3\u30c9\u3092\u8fd1\u3065\u3051\u308b\u5b66\u7fd2\u306f\u59cb\u307e\u308a\u307e\u3059\u304c\u3001\u4f4d\u7f6e\u60c5\u5831\u3060\u3051\u3092\u4e0e\u3048\u305f\u6642\u3088\u308a\u3082\u512a\u308c\u305f\u7d50\u679c\u3092\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u60c5\u5831\u3092\u540c\u6642\u306b\u4e0e\u3048\u305f\u3089\u3001\u305d\u308c\u305e\u308c\u306e\u60c5\u5831\u306e\u95a2\u4fc2\u3092\u52b9\u679c\u7684\u306b\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u6700\u9069\u306a\u904b\u642c\u65b9\u6cd5\u3092\u7de8\u307f\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u7d50\u679c\u306f\u3001\u3053\u3061\u3089\u3067\u3059\u3002<\/p>\n<p><iframe title=\"Crane Simulator with Unity ML Agents 4\" width=\"844\" height=\"475\" src=\"https:\/\/www.youtube.com\/embed\/XuWE5qVhIVg?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe><\/p>\n<p>\u898b\u4e8b\u3001\u9069\u5207\u306a\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u8377\u7269\u3092\u5f15\u304d\u4e0a\u3052\u3001\u969c\u5bb3\u7269\u306e\u4e0a\u3092\u901a\u904e\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<br \/>\n25\u4e07\u30b9\u30c6\u30c3\u30d7\u306e\u6642\u70b9\u3067\u306e<span class=\"important-bold\">\u5e73\u5747\u5831\u916c\u306f0.9\u4ee5\u4e0a<\/span>\u3067\u3059\u3002<br \/>\n\u4eca\u5f8c\u3082\u5b66\u7fd2\u3092\u7d9a\u3051\u308c\u3070\u3001\u3088\u308a\u8377\u7269\u306e\u5f15\u304d\u4e0a\u3052\u65b9\u304c\u6d17\u7df4\u3055\u308c\u3066\u3001\u3055\u3089\u306b\u7cbe\u5ea6\u3092\u9ad8\u3081\u3066\u3044\u304f\u304b\u3082\u77e5\u308c\u307e\u305b\u3093\u3002<\/p>\n<p>\u4f4d\u7f6e\u60c5\u5831\u306e\u307f\u3092\u4e0e\u3048\u305f\u6642\u3068\u540c\u3058\u3088\u3046\u306b\u3001\u6700\u521d\u306f\u8377\u7269\u3092\u5e73\u884c\u306b\u904b\u3093\u3067\u3057\u307e\u3044\u307e\u3057\u305f\u3002<br \/>\n\u305d\u306e\u305f\u3081\u3001\u969c\u5bb3\u7269\u304c\u9593\u306b\u306a\u3044\u5834\u5408\u3060\u3051\u6210\u529f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3068\u3053\u308d\u304c\u3001\u6b21\u7b2c\u306b\u4f4e\u3044\u969c\u5bb3\u7269\u306e\u4e0a\u3067\u306f\u3001\u307b\u3093\u306e\u5c11\u3057\u3060\u3051\u8377\u7269\u3092\u5f15\u304d\u4e0a\u3052\u308b\u3053\u3068\u3092\u5b66\u7fd2\u3057\u307e\u3057\u305f\u3002<br \/>\n\u305d\u3053\u304b\u3089\u306f\u3001\u8377\u7269\u3092\u5f15\u304d\u4e0a\u3052\u308b\u5e45\u304c\u5c11\u3057\u305a\u3064\u5e83\u304c\u308a\u3001\u6700\u7d42\u7684\u306b\u6700\u9ad8\u306e\u9ad8\u3055\u306e\u969c\u5bb3\u7269\u306b\u3082\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u3044\u304d\u306a\u308a\u6700\u9ad8\u306e\u9ad8\u3055\u306e\u969c\u5bb3\u7269\u3060\u3051\u3092\u4e0e\u3048\u305f\u3089\u3001\u305d\u3082\u305d\u3082\u300c\u969c\u5bb3\u7269\u306e\u4e0a\u3067\u8377\u7269\u3092\u5f15\u304d\u4e0a\u3052\u308b\u3068\u6210\u529f\u7387\u304c\u9ad8\u307e\u308b\u300d\u3068\u3044\u3046\u63a8\u8ad6\u306b\u81f3\u3089\u306a\u304b\u3063\u305f\u3067\u3057\u3087\u3046\u3002<br \/>\n\u6700\u521d\u306e\u5c0f\u3055\u306a\u6210\u529f\u3055\u3048\u3042\u308c\u3070\u3001\u3042\u3068\u306f\u305d\u306e\u6210\u529f\u3092\u983c\u308a\u306b\u3001\u5c11\u3057\u305a\u3064\u8377\u7269\u306e\u5f15\u304d\u4e0a\u3052\u306e\u30b3\u30c4\u3092\u63b4\u3093\u3067\u3044\u304d\u307e\u3059\u3002<\/p>\n<h2><span id=\"8\">8. \u307e\u3068\u3081<\/span><\/h2>\n<p>AI\u304c\u4f55\u304b\u3092\u5b66\u7fd2\u3057\u3066\u304f\u69d8\u5b50\u306f\u3001\u4eba\u9593\u306e\u5b66\u7fd2\u904e\u7a0b\u3068\u3069\u3053\u304b\u4f3c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-9686\" src=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/01\/159eccfcc54110b1fca467e28bbdbc2f_s.jpg\" alt=\"\u5fcd\u8005\" width=\"640\" height=\"427\" srcset=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/01\/159eccfcc54110b1fca467e28bbdbc2f_s.jpg 640w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/01\/159eccfcc54110b1fca467e28bbdbc2f_s-300x200.jpg 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>\u5b50\u4f9b\u306e\u9803\u306b\u5fcd\u8005\u306e\u672c\u3067\u8aad\u3093\u3060\u3001\u9ebb\u306e\u82d7\u6728\u3092\u6bce\u671d\u98db\u3073\u8d8a\u3048\u308b\u8a13\u7df4\u3092\u601d\u3044\u51fa\u3057\u307e\u3059\u3002<br \/>\n\u9ebb\u306f\u6bce\u65e53cm\u305a\u3064\u6210\u9577\u3059\u308b\u306e\u3067\u3001\u5fcd\u8005\u3082\u307e\u305f\u6bce\u65e53cm\u305a\u3064\u9ad8\u304f\u98db\u3079\u308b\u3088\u3046\u306b\u306a\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u6700\u7d42\u7684\u306b\u5fcd\u8005\u306f\u30013m\u306e\u9ebb\u3082\u98db\u3073\u8d8a\u3048\u308b\u3088\u3046\u306b\u306a\u308b\u305d\u3046\u3067\u3059\u3002<br \/>\n\u6bce\u65e5\u306e\u76ee\u6a19\u3092\u5c11\u3057\u305a\u3064\u9ad8\u3081\u306a\u304c\u3089\u3001\u5c0f\u3055\u306a\u6210\u529f\u3092\u7e70\u308a\u8fd4\u3057\u3066\u3044\u304f\u3053\u3068\u3067\u3001\u3044\u304d\u306a\u308a3m\u306e\u9ebb\u306b\u6311\u6226\u3057\u3088\u3046\u3068\u3057\u3066\u3082\u5f97\u3089\u308c\u306a\u3044\u7d30\u304b\u306a\u30b3\u30c4\u3092\u3001\u5c11\u3057\u305a\u3064\u899a\u3048\u3066\u3044\u304f\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u4eba\u9593\u304c\u4f55\u304b\u3092\u52b9\u7387\u3088\u304f\u7fd2\u5f97\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u65e5\u3005\u306e\u30b3\u30c4\u30b3\u30c4\u3068\u3057\u305f\u5b66\u7fd2\u306e\u7a4d\u307f\u91cd\u306d\u3068\u3001\u305d\u306e\u4e2d\u3067\u5c11\u3057\u305a\u3064\u76ee\u6a19\u3092\u9ad8\u3081\u3066\u3044\u304f\u3053\u3068\u304c\u5fc5\u8981\u3067\u3059\u3002<br \/>\n\u305d\u308c\u304c\u305d\u306e\u307e\u307eAI\u306b\u3082\u5f53\u3066\u306f\u307e\u308b\u306e\u306f\u3001\u3068\u3066\u3082\u8208\u5473\u6df1\u3044\u3067\u3059\u306d\u3002<\/p>\n<h2><span id=\"9_Unity\">9. 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<\/p>\n","protected":false},"author":1,"featured_media":9693,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[3],"tags":[9,292,297,311,329,432,443],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/posts\/9680"}],"collection":[{"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/comments?post=9680"}],"version-history":[{"count":29,"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/posts\/9680\/revisions"}],"predecessor-version":[{"id":18770,"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/posts\/9680\/revisions\/18770"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/media\/9693"}],"wp:attachment":[{"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/media?parent=9680"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/categories?post=9680"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/tags?post=9680"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}