{"id":1140,"date":"2024-04-02T19:32:42","date_gmt":"2024-04-02T11:32:42","guid":{"rendered":"https:\/\/japan.gtowizard.com\/blog\/?p=1140"},"modified":"2024-06-02T22:50:39","modified_gmt":"2024-06-02T14:50:39","slug":"pioneering-poker-ai-research","status":"publish","type":"post","link":"https:\/\/japan.gtowizard.com\/blog\/pioneering-poker-ai-research\/","title":{"rendered":"\u30dd\u30fc\u30ab\u30fcAI\u7814\u7a76\u306e\u5148\u99c6\u8005"},"content":{"rendered":"\n
\"\"<\/figure>\n\n\n\n

\u30dd\u30fc\u30ab\u30fc\u306f\u4ea4\u6e09\u3001\u30aa\u30fc\u30af\u30b7\u30e7\u30f3\u3001\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306a\u3069\u3001\u5b9f\u4e16\u754c\u306e\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u3068\u5bc6\u63a5\u306b\u95a2\u9023\u3057\u3066\u304a\u308a\u3001\u904e\u53bb\u6570\u5341\u5e74\u9593\u3001\u30b2\u30fc\u30e0\u7406\u8ad6\u3084\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u306e\u5206\u91ce\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u30c6\u30fc\u30de\u3068\u306a\u3063\u3066\u304d\u307e\u3057\u305f\u3002\u5b9f\u969b\u3001\u30dd\u30fc\u30ab\u30fc\u307b\u3069\u60c5\u5831\u304c\u79d8\u533f\u3055\u308c\u3066\u3044\u308b\u3068\u3044\u3046\u5074\u9762\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u52b9\u679c\u7684\u306b\u6349\u3048\u3066\u3044\u308b\u30b2\u30fc\u30e0\u306f\u4ed6\u306b\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

\u30dd\u30fc\u30ab\u30fc\u754c\u3067\u306f\u7814\u7a76\u306e\u6210\u679c\u3092\u5b9f\u7528\u5316\u3059\u308b\u3053\u3068\u306b\u304a\u3044\u3066\u3001\u4ed6\u306e\u5206\u91ce\u3068\u6bd4\u8f03\u3057\u3066\u5e38\u306b\u9045\u308c\u3092\u3068\u3063\u3066\u304d\u307e\u3057\u305f\u3002<\/strong><\/p>\n\n\n\n

\u3053\u306e\u3088\u3046\u306a\u5206\u91ce\u3067\u306e\u7814\u7a76\u304c\u30dd\u30fc\u30ab\u30fc\u30bd\u30eb\u30d0\u30fc\u306e\u4e2d\u5fc3\u7684\u306a\u67f1\u3067\u3042\u308bCFR\uff08Counterfactual Regret Minimization\uff09\u306e\u3088\u3046\u306a\u5f37\u529b\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u958b\u767a\u306b\u7e4b\u304c\u308a\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u30012007\u5e74\u306bCFR\u304c\u767a\u8868\u3055\u308c\u3066\u4ee5\u6765\u3001\u30dd\u30fc\u30ab\u30fc\u754c\u3067\u306f\u7814\u7a76\u306e\u6210\u679c\u3092\u5b9f\u7528\u5316\u3059\u308b\u3053\u3068\u306b\u304a\u3044\u3066\u3001\u4ed6\u306e\u5206\u91ce\u3068\u6bd4\u8f03\u3057\u3066\u5e38\u306b\u9045\u308c\u3092\u3068\u3063\u3066\u304d\u307e\u3057\u305f\u3002\u5b9f\u969b\u3001\u30dd\u30fc\u30ab\u30fc\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3067\u30bd\u30eb\u30d0\u30fc\u3092\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308b\u306b\u306f\u3001CFR\u306e\u767a\u8868\u304b\u3089\u3055\u3089\u306b8\u5e74\u304b\u304b\u308a\u3001\u5e83\u304f\u666e\u53ca\u3059\u308b\u307e\u3067\u306b\u306f\u3055\u3089\u306b\u591a\u304f\u306e\u5e74\u6708\u3092\u5fc5\u8981\u3068\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

\u79c1\u305f\u3061\u306f\u3001GTO Wizard AI<\/a>\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u9577\u5e74\u306b\u308f\u305f\u308b\u79d1\u5b66\u7684\u7814\u7a76\u3068\u5b9f\u9a13\u306e\u6210\u679c\u3092\u3088\u308a\u591a\u304f\u306e\u4eba\u3005\u306b\u666e\u53ca\u3057\u3001\u30a2\u30ab\u30c7\u30df\u30c3\u30af\u754c\u3068\u7523\u696d\u754c\u306e\u67b6\u3051\u6a4b\u3068\u306a\u308b\u4e00\u6b69<\/strong>\u3092\u8e0f\u307f\u51fa\u3057\u305f\u3068\u81ea\u8ca0\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u79c1\u305f\u3061\u306f\u3001\u79d1\u5b66\u754c\u3068\u30dd\u30fc\u30ab\u30fc\u754c\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u6587\u5316\u306e\u91b8\u6210\u304c\u3001\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u63a8\u9032\u306b\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n

\u3053\u308c\u307e\u3067\u306e\u6d41\u308c\u3068\u306f\u7570\u306a\u308a\u3001\u79d1\u5b66\u754c\u3068\u30dd\u30fc\u30ab\u30fc\u754c\u304c\u5354\u529b\u3059\u308b\u6587\u5316\u3092\u80b2\u3080\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u63a8\u9032\u3057\u3001\u8907\u96d1\u306a\u8ab2\u984c\u3092\u89e3\u6c7a\u3057\u3001\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u672a\u6765\u3092\u5f62\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3068\u78ba\u4fe1\u3057\u3066\u3044\u307e\u3059\u3002GTO Wizard\u306f\u305d\u306e\u5148\u982d\u306b\u7acb\u3063\u3066\u53d6\u308a\u7d44\u3080\u305f\u3081\u3001\u8b1b\u6f14\u4f1a\u3084\u7814\u7a76\u8005\u3068\u306e\u4ea4\u6d41\u3001\u7814\u7a76\u6d3b\u52d5\u306e\u652f\u63f4\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u53d6\u308a\u7d44\u307f\u3092\u901a\u3058\u3066\u30a2\u30ab\u30c7\u30df\u30c3\u30af\u754c\u3078\u306e\u8ca2\u732e<\/strong>\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3078\u306e\u9084\u5143<\/h2>\n\n\n\n

GTO Wizard AI\u306e\u30e1\u30f3\u30d0\u30fc\u306f\u6700\u8fd1\u3001\u30de\u30b5\u30c1\u30e5\u30fc\u30bb\u30c3\u30c4\u5de5\u79d1\u5927\u5b66<\/a>(MIT)\u306e\u5b66\u751f\u306b\u30dd\u30fc\u30ab\u30fcAI\u7814\u7a76\u306e\u73fe\u5728\u3068\u672a\u6765\u3001\u305d\u3057\u3066GTO Wizard\u306e\u3088\u3046\u306a\u5b66\u7fd2\u30c4\u30fc\u30eb\u306e\u666e\u53ca\u304c\u696d\u754c\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u306b\u3064\u3044\u3066\u8b1b\u7fa9\u3092\u884c\u3044\u3001\u5c02\u9580\u77e5\u8b58\u3092\u5171\u6709\u3057\u307e\u3057\u305f\u3002\u307e\u305f\u30016\u4eba\u5236\u30ce\u30fc\u30ea\u30df\u30c3\u30c8\u30db\u30fc\u30eb\u30c7\u30e0\u3067\u30c8\u30c3\u30d7\u30d7\u30ed\u30d7\u30ec\u30a4\u30e4\u30fc\u3092\u7834\u3063\u305f\u521d\u306e\u30dd\u30fc\u30ab\u30fcAI\u300cPluribus<\/a>\u300d\u306a\u3069\u3001\u30dd\u30fc\u30ab\u30fc\u7814\u7a76\u3067\u77e5\u3089\u308c\u308b\u4e16\u754c\u7684\u306a\u7814\u7a76\u8005\u30ce\u30fc\u30e0\u30fb\u30d6\u30e9\u30a6\u30f3<\/a>\u6c0f\u3068\u4ea4\u6d41\u3057\u307e\u3057\u305f\u3002\u30ce\u30fc\u30e0\u30fb\u30d6\u30e9\u30a6\u30f3\u3084MIT\u306e\u5b66\u751f\u305f\u3061\u3068\u306e\u4ea4\u6d41\u306f\u975e\u5e38\u306b\u8cb4\u91cd\u3067\u3042\u308a\u3001\u79c1\u305f\u3061\u306e\u7814\u7a76\u958b\u767a\u306e\u53d6\u308a\u7d44\u307f\u3092\u524d\u9032\u3055\u305b\u308b\u6d1e\u5bdf\u529b\u3092\u4e0e\u3048\u3066\u304f\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

\n
<\/div>\n\n\n\n
\n
\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

<\/p>\n\n\n\n

\n
<\/div>\n\n\n\n

[vc_message message_box_style=”solid-icon” message_box_color=”success” icon_fontawesome=”fas fa-image”]<\/p>\n

GTO Wizard\u306eAI\u30c1\u30fc\u30e0\u306e\u4e00\u54e1\u3068\u30ce\u30fc\u30e0\u30fb\u30d6\u30e9\u30a6\u30f3\u6c0f<\/p>\n

[\/vc_message]<\/p>\n<\/div>\n<\/div>\n\n\n\n

<\/p>\n\n\n\n

\u30a2\u30ab\u30c7\u30df\u30c3\u30af\u754c\u3068\u7d50\u3073\u3064\u304d\u3001\u6b21\u4e16\u4ee3\u306e\u624d\u80fd\u3092\u80b2\u6210\u3059\u308b\u3068\u3044\u3046\u79c1\u305f\u3061\u306e\u53d6\u308a\u7d44\u307f<\/strong>\u306b\u304a\u3044\u3066\u3001\u79c1\u305f\u3061\u306fMIT\u30dd\u30fc\u30ab\u30fc\u30dc\u30c3\u30c8<\/a>\u306e\u30e1\u30a4\u30f3\u30b9\u30dd\u30f3\u30b5\u30fc\u306e1\u3064\u3068\u306a\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u30021\u30f6\u6708\u9593\u306e\u6388\u696d\u3067\u306f\u3001\u5b66\u751f\u305f\u3061\u304c\u6570\u5b66\u3068\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u77e5\u8b58\u3092\u5fdc\u7528\u3057\u3066\u30dd\u30fc\u30ab\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u958b\u767a\u3057\u307e\u3059\u3002\u3053\u306e\u9694\u96e2\u3055\u308c\u305f\u30a2\u30ab\u30c7\u30df\u30c3\u30af\u306a\u74b0\u5883\u3067\u3001\u5b66\u751f\u305f\u3061\u306f\u4ed6\u30c1\u30fc\u30e0\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u5bfe\u6226\u3067\u304d\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u958b\u767a\u3059\u308b\u3068\u3044\u3046\u8ab2\u984c\u304c\u8ab2\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

\n
\n

\u4eca\u5e74\u306e\u7a2e\u76ee\u306f\u30aa\u30fc\u30af\u30b7\u30e7\u30f3\u30fb\u30db\u30fc\u30eb\u30c7\u30e0<\/strong>\u3067\u3001\u30ce\u30fc\u30ea\u30df\u30c3\u30c8\u30fb\u30c6\u30ad\u30b5\u30b9\u30db\u30fc\u30eb\u30c7\u30e0\u306b\u5c11\u3057\u3072\u306d\u308a\u3092\u52a0\u3048\u3066\u3044\u307e\u3059\u3002\u30aa\u30fc\u30af\u30b7\u30e7\u30f3\u30fb\u30db\u30fc\u30eb\u30c7\u30e0\u3067\u306f\u3001\u300c\u30d5\u30ed\u30c3\u30d7\u300d\u30ab\u30fc\u30c9\u3092\u914d\u3063\u305f\u76f4\u5f8c\u306b\u300c\u30aa\u30fc\u30af\u30b7\u30e7\u30f3\u300d\u3068\u547c\u3070\u308c\u308b\u5165\u672d\u30e9\u30a6\u30f3\u30c9\u304c\u8ffd\u52a0\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u30b2\u30fc\u30e0\u3067\u306f\u3001\u30d7\u30ec\u30a4\u30e4\u30fc\u306f3\u679a\u76ee\u306e\u624b\u672d\u3092\u53d7\u3051\u53d6\u308b\u30c1\u30e3\u30f3\u30b9\u3092\u7af6\u308a\u843d\u3068\u3059\u3053\u3068\u304c\u3067\u304d\u3001\u305d\u308c\u306b\u3088\u3063\u3066\u624b\u672d\u3092\u5f37\u304f\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30aa\u30fc\u30af\u30b7\u30e7\u30f3\u30fb\u30db\u30fc\u30eb\u30c7\u30e0\u304c\u7279\u306b\u9b45\u529b\u7684\u306a\u306e\u306f\u3001\u5165\u672d\u5236\u306e\u30bb\u30ab\u30f3\u30c9\u30d7\u30e9\u30a4\u30b9\u30aa\u30fc\u30af\u30b7\u30e7\u30f3\u3092\u5c0e\u5165\u3057\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002\u30d7\u30ec\u30a4\u30e4\u30fc\u306f\u3001\u30aa\u30fc\u30af\u30b7\u30e7\u30f3\u306b\u53c2\u52a0\u3057\u3066\u3044\u308b\u4ed6\u306e\u30d7\u30ec\u30a4\u30e4\u30fc\u306e\u5165\u672d\u984d\u3092\u77e5\u308b\u3053\u3068\u306a\u304f\u5165\u672d\u3092\u884c\u3044\u3001\u6700\u9ad8\u984d\u306e\u5165\u672d\u8005\u304c3\u679a\u76ee\u306e\u30ab\u30fc\u30c9\u3092\u53d7\u3051\u53d6\u308b\u6a29\u5229\u3092\u7372\u5f97\u3057\u307e\u3059\u304c\u3001\u652f\u6255\u3044\u306f2\u756a\u76ee\u306b\u9ad8\u3044\u5165\u672d\u984d\u3068\u306a\u308a\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u30d7\u30ec\u30a4\u30e4\u30fc\u304c\u540c\u3058\u5165\u672d\u3092\u3057\u305f\u5834\u5408\u306f\u3001\u5168\u54e1\u304c3\u679a\u76ee\u306e\u30ab\u30fc\u30c9\u3092\u53d7\u3051\u53d6\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u5165\u672d\u984d\u306f\u305d\u306e\u307e\u307e\u30dd\u30c3\u30c8\u306b\u52a0\u7b97\u3055\u308c\u3001\u30cf\u30f3\u30c9\u306e\u8ced\u3051\u91d1\u304c\u5897\u52a0\u3057\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n

\n
\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u5b66\u751f\u3068\u306e\u4ea4\u6d41\u3092\u4fc3\u9032\u3059\u308b\u305f\u3081\u3001\u307e\u305f\u3053\u306e\u30a4\u30d9\u30f3\u30c8\u306e\u30e1\u30a4\u30f3\u30b9\u30dd\u30f3\u30b5\u30fc\u306e1\u3064\u3068\u3057\u3066\u3001GTO Wizard\u306e\u30c1\u30fc\u30e0\u306f5\u65e5\u9593\u304b\u3051\u3066\u3053\u306e\u5927\u4f1a\u306b\u53d6\u308a\u7d44\u307f\u307e\u3057\u305f\u3002\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001\u3053\u3061\u3089<\/a>\u3067\u516c\u958b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u4eca\u5f8c\u306e\u5c55\u671b<\/h2>\n\n\n\n

GTO Wizard AI\u30c1\u30fc\u30e0\u306b\u306f\u3001<\/strong>\u4e16\u754c\u4e2d\u304b\u3089\u624d\u80fd\u8c4a\u304b\u306a\u4eba\u6750\u304c\u96c6\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u56fd\u969b\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b3\u30f3\u30c6\u30b9\u30c8\u306e\u821e\u53f0\u3067\u305d\u306e\u77e5\u8b58\u3092\u62ab\u9732\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30de\u30fc\u304b\u3089\u3001\u30bd\u30eb\u30d0\u30fc\u958b\u767a\u8005\u3001\u4e16\u754c\u7684\u306b\u6709\u540d\u306a\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30e9\u30dc\u306e\u5352\u696d\u751f\u307e\u3067\u3001\u79c1\u305f\u3061\u306e\u30c1\u30fc\u30e0\u306f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u5f93\u6765\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u305d\u306e\u52b9\u679c\u3092\u5b9f\u8a3c\u3057\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

\u5b66\u8853\u7814\u7a76\u6a5f\u95a2\u3068\u63d0\u643a\u3059\u308b\u3053\u3068\u3067\u3001\u9769\u65b0\u7684\u306a\u6a5f\u80fd\u3092\u3044\u3061\u65e9\u304f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n

\u7406\u8ad6\u7684\u306a\u30dd\u30fc\u30ab\u30fcAI\u7814\u7a76\u3092\u9032\u3081\u3001\u305d\u306e\u9650\u754c\u306b\u6311\u6226\u3059\u308b\u5148\u99c6\u8005\u3068\u3057\u3066\u3001\u79c1\u305f\u3061\u306f\u4e16\u754c\u4e2d\u306e\u4f55\u5341\u4e07\u4eba\u3082\u306e\u30d7\u30ec\u30a4\u30e4\u30fc\u306e\u30dd\u30fc\u30ab\u30fc\u306e\u7814\u7a76\u65b9\u6cd5\u3092\u5909\u3048\u3066\u3044\u307e\u3059\u3002\u30bd\u30eb\u30d0\u30fc\u306e\u6a5f\u80fd\u3092\u5f37\u5316\u3057\u3001\u3042\u3089\u3086\u308bICM\u3084PKO\u69cb\u9020\u3092\u89e3\u3051\u308b\u3088\u3046\u306b\u3057\u3001\u30ab\u30b9\u30bf\u30e0\u30de\u30eb\u30c1\u30a6\u30a7\u30a4\u3092\u89e3\u3051\u308b\u3088\u3046\u306b\u3059\u308b\u53d6\u308a\u7d44\u307f\u306f\u9806\u8abf\u306b\u9032\u3093\u3067<\/a>\u3044\u307e\u3059\u304c\u3001\u5b66\u8853\u7814\u7a76\u6a5f\u95a2\u3068\u63d0\u643a\u3059\u308b\u3053\u3068\u3067\u3001\u9769\u65b0\u7684\u306a\u6a5f\u80fd\u3092\u3044\u3061\u65e9\u304f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\n
\n

\u5b9f\u969b\u3001\u30c1\u30a7\u30b3\u5de5\u79d1\u5927\u5b66\u306e\u30b2\u30fc\u30e0\u7406\u8ad6\u7814\u7a76\u5ba4\u306e\u7814\u7a76\u8005\u305f\u3061\u3068\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u59cb<\/strong>\u3057\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u6539\u826f\u3059\u308b\u3053\u3068\u3067\u8a08\u7b97\u6642\u9593\u3092\u77ed\u7e2e\u3067\u304d\u3001\u3053\u306e\u53d6\u308a\u7d44\u307f\u306f\u4ed6\u306e\u30e9\u30dc\u3068\u3082\u9032\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n

\n
\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

<\/p>\n\n\n\n

\u79c1\u305f\u3061\u306f\u3001\u3069\u3093\u306a\u7a2e\u985e\u306e\u30dd\u30fc\u30ab\u30fc\u3067\u3082\u6570\u79d2\u3067\u89e3\u304f\u3053\u3068\u3092\u76ee\u6307\u3057\u3066\u304a\u308a\u3001\u30ef\u30af\u30ef\u30af\u3059\u308b\u3088\u3046\u306a\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3084\u7d20\u6674\u3089\u3057\u3044\u624d\u80fd\u3092\u5e38\u306b\u6c42\u3081\u3066\u3044\u307e\u3059<\/a>\u3002\u3088\u308a\u5927\u304d\u306a\u30b2\u30fc\u30e0\u306b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5fdc\u7528\u3057\u305f\u3044\u7814\u7a76\u5ba4\u3001\u30dd\u30fc\u30ab\u30fc\u7814\u7a76\u306e\u9650\u754c\u306b\u6311\u6226\u3057\u305f\u3044\u7814\u7a76\u8005\u306e\u65b9\u306f\u3001\u304a\u6c17\u8efd\u306bwork(at)gtowizard(dot)com<\/a>\u307e\u3067\u3054\u9023\u7d61\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u30dd\u30fc\u30ab\u30fc\u306f\u4ea4\u6e09\u3001\u30aa\u30fc\u30af\u30b7\u30e7\u30f3\u3001\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306a\u3069\u3001\u5b9f\u4e16\u754c\u306e\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u3068\u5bc6\u63a5\u306b\u95a2\u9023\u3057\u3066\u304a\u308a\u3001\u904e\u53bb\u6570\u5341\u5e74\u9593\u3001\u30b2\u30fc\u30e0\u7406\u8ad6\u3084\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u306e\u5206\u91ce\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u30c6\u30fc\u30de\u3068\u306a\u3063\u3066\u304d\u307e\u3057\u305f\u3002\u5b9f\u969b\u3001\u30dd\u30fc\u30ab\u30fc\u307b\u3069\u60c5\u5831\u304c\u79d8\u533f\u3055\u308c\u3066…<\/p>\n","protected":false},"author":1,"featured_media":1148,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12],"tags":[],"class_list":["post-1140","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-12","description-off"],"_links":{"self":[{"href":"https:\/\/japan.gtowizard.com\/blog\/wp-json\/wp\/v2\/posts\/1140","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/japan.gtowizard.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/japan.gtowizard.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/japan.gtowizard.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/japan.gtowizard.com\/blog\/wp-json\/wp\/v2\/comments?post=1140"}],"version-history":[{"count":56,"href":"https:\/\/japan.gtowizard.com\/blog\/wp-json\/wp\/v2\/posts\/1140\/revisions"}],"predecessor-version":[{"id":1215,"href":"https:\/\/japan.gtowizard.com\/blog\/wp-json\/wp\/v2\/posts\/1140\/revisions\/1215"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/japan.gtowizard.com\/blog\/wp-json\/wp\/v2\/media\/1148"}],"wp:attachment":[{"href":"https:\/\/japan.gtowizard.com\/blog\/wp-json\/wp\/v2\/media?parent=1140"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/japan.gtowizard.com\/blog\/wp-json\/wp\/v2\/categories?post=1140"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/japan.gtowizard.com\/blog\/wp-json\/wp\/v2\/tags?post=1140"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}