{"id":2976,"date":"2023-01-12T09:36:21","date_gmt":"2023-01-12T09:36:21","guid":{"rendered":"https:\/\/rfidunion.com\/?p=2976"},"modified":"2023-03-25T03:44:40","modified_gmt":"2023-03-25T03:44:40","slug":"machine-learning-in-robotics","status":"publish","type":"post","link":"https:\/\/rfidunion.com\/ja\/applications\/machine-learning-in-robotics.html","title":{"rendered":"\u30ed\u30dc\u30c6\u30a3\u30af\u30b9\u306b\u304a\u3051\u308bAI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u306e\u5f79\u5272"},"content":{"rendered":"<p>Google\u306e\u6700\u8fd1\u306e\u8abf\u67fb\u306b\u3088\u308b\u3068\u3001\u4eba\u5de5\u77e5\u80fd\u3068\u6a5f\u68b0\u5b66\u7fd2\u306f\u5de5\u5b66\u306e\u6700\u3082\u30db\u30c3\u30c8\u306a\u5206\u91ce\u306e\u4e00\u3064\u3067\u3059\u3002\u30ed\u30dc\u30c3\u30c8\u5de5\u5b66\u306e\u672a\u6765\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u3082\u306e\u306b\u4f9d\u5b58\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002 <a href=\"https:\/\/www.researchgate.net\/profile\/Keng-Siau-2\/publication\/333423274_Artificial_Intelligence_Machine_Learning_Automation_Robotics_Future_of_Work_and_Future_of_Humanity_A_Review_and_Research_Agenda\/links\/5cf48f4b92851c4dd0240f42\/Artificial-Intelligence-Machine-Learning-Automation-Robotics-Future-of-Work-and-Future-of-Humanity-A-Review-and-Research-Agenda.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">AI \u304a\u3088\u3073\u6a5f\u68b0\u5b66\u7fd2\u6280\u8853<\/a>.\u305f\u3060\u3057\u3001\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u3053\u308c\u3089 2 \u3064\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u3092\u4eca\u65e5\u306e\u30ed\u30dc\u30c3\u30c8\u5de5\u5b66\u306b\u3069\u306e\u3088\u3046\u306b\u9069\u7528\u3067\u304d\u308b\u304b\u3092\u5f37\u8abf\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2>\u4eba\u5de5\u77e5\u80fd\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u30ed\u30dc\u30c6\u30a3\u30af\u30b9<\/h2>\n\n\n\n<h3>\u4eba\u5de5\u77e5\u80fd\u3068\u306f\uff1f<\/h3>\n\n\n\n<p><a href=\"https:\/\/rfidunion.com\/ja\/breaking-news\/what-is-autonomous-ai.html\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u4eba\u5de5\u77e5\u80fd<\/a> (AI) \u306f\u3001\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8 \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7814\u7a76\u3092\u542b\u3080\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u5206\u91ce\u3067\u3059\u3002\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8 \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u306f\u3001\u305d\u306e\u74b0\u5883\u3092\u8a8d\u8b58\u3057\u3001\u4f55\u3089\u304b\u306e\u76ee\u6a19\u3067\u6210\u529f\u3059\u308b\u53ef\u80fd\u6027\u3092\u6700\u5927\u5316\u3059\u308b\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3059\u308b\u30c7\u30d0\u30a4\u30b9\u3067\u3059\u3002 AI \u30b7\u30b9\u30c6\u30e0\u306f\u3001\u4e0d\u78ba\u5b9f\u306a\u72b6\u6cc1\u4e0b\u3067\u8907\u96d1\u306a\u6c7a\u5b9a\u3092\u4e0b\u3059\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u3001\u7d4c\u9a13\u304b\u3089\u5b66\u7fd2\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4f8b\u3068\u3057\u3066\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d3\u30b8\u30e7\u30f3\u3001\u97f3\u58f0\u8a8d\u8b58\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406 (NLP)\u3001\u8a08\u753b\u3001\u610f\u601d\u6c7a\u5b9a\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI\u306f\u300c\u77e5\u7684\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7814\u7a76\u3068\u8a2d\u8a08\u300d\u3068\u5b9a\u7fa9\u3055\u308c\u3066\u304a\u308a\u3001\u77e5\u7684\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u306f\u74b0\u5883\u3092\u8a8d\u8b58\u3057\u3001\u76ee\u6a19\u3092\u9054\u6210\u3059\u308b\u305f\u3081\u306b\u884c\u52d5\u3092\u8d77\u3053\u3059\u30b7\u30b9\u30c6\u30e0\u306e\u3053\u3068\u3067\u3059\u3002\u76ee\u6a19\u306f\u5177\u4f53\u7684\u306a\u3082\u306e\u3067\u3082\u63a8\u8ad6\u7684\u306a\u3082\u306e\u3067\u3082\u304b\u307e\u3044\u307e\u305b\u3093\u3002\u4f8b\u3048\u3070\u3001\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4e0a\u306e\u8105\u5a01\u304c\u3059\u3079\u3066\u53d6\u308a\u9664\u304b\u308c\u305f\u3068\u304d\u3001\u3042\u308b\u3044\u306f\u512a\u5148\u9806\u4f4d\u306e\u9ad8\u3044\u30bf\u30b9\u30af\u304c\u3059\u3079\u3066\u5b8c\u4e86\u3059\u308b\u307e\u3067\u3001\u81ea\u5206\u306e\u30bf\u30b9\u30af\u304c\u5b8c\u4e86\u3057\u305f\u3068\u307f\u306a\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3>\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f<\/h3>\n\n\n\n<p>\u6a5f\u68b0\u5b66\u7fd2\u306f\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u306e\u4e00\u5f62\u614b\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u30b5\u30d6\u30bb\u30c3\u30c8\u3067\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u3067\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u304c\u30c7\u30fc\u30bf\u304b\u3089\u5b66\u7fd2\u3059\u308b\u3088\u3046\u306b\u300c\u8a13\u7df4\u300d\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u306f\u3001\u7d71\u8a08\u7684\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u30d1\u30bf\u30fc\u30f3\u8a8d\u8b58\u3001\u4e88\u6e2c\u306a\u3069\u306e\u6280\u8853\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u3068\u3044\u3046\u540d\u524d\u306f\u30011959\u5e74\u306b\u30a2\u30fc\u30b5\u30fc\u30fb\u30b5\u30df\u30e5\u30a8\u30eb\u304c\u8003\u3048\u51fa\u3057\u305f\u3053\u3068\u306b\u7531\u6765\u3057\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001\u4ed6\u306e\u7814\u7a76\u8005\u3082\u3053\u306e\u5206\u91ce\u306b\u52a0\u308f\u308a\u3001\u65b0\u3057\u3044\u5b66\u554f\u5206\u91ce\u304c\u5f62\u6210\u3055\u308c\u3001\u73fe\u5728\u306b\u81f3\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u30c7\u30fc\u30bf\u304b\u3089\u5b66\u7fd2\u3067\u304d\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u7814\u7a76\u3068\u69cb\u7bc9\u3092\u63a2\u6c42\u3057\u307e\u3059\u3002\u3064\u307e\u308a\u3001(\u4eba\u9593\u306b\u3088\u3063\u3066) \u660e\u793a\u7684\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u3055\u308c\u308b\u3053\u3068\u306a\u304f\u3001\u6642\u9593\u3092\u304b\u3051\u3066\u7d4c\u9a13\u3092\u7a4d\u3080\u3053\u3068\u3067\u7cbe\u5ea6\u3084\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u5206\u91ce\u306f\u3001\u3082\u3068\u3082\u3068 Stuart Meehl \u306b\u3088\u3063\u3066\u5e30\u7d0d\u7684\u8ad6\u7406\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0 (ILP) \u3068\u547c\u3070\u308c\u3066\u3044\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u4ed6\u306e\u591a\u304f\u306e\u4eba\u306f\u3001\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u500b\u5225\u6307\u5c0e\u30b7\u30b9\u30c6\u30e0\u307e\u305f\u306f\u77e5\u8b58\u30d9\u30fc\u30b9\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u597d\u307f\u307e\u3057\u305f\u3002\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u6700\u65b0\u306e\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8 \u30b7\u30b9\u30c6\u30e0\u306b\u9032\u5316\u3057\u307e\u3057\u305f\u3002\u305d\u308c\u3089\u306f\u3001\u5b9f\u884c\u6642\u307e\u305f\u306f\u30b7\u30b9\u30c6\u30e0\u72b6\u614b\u306e\u5909\u5316\u3092\u76e3\u8996\u3059\u308b\u30bb\u30f3\u30b5\u30fc\u306b\u3088\u3063\u3066\u5b9f\u884c\u306e\u305f\u3081\u306b\u30a2\u30af\u30b7\u30e7\u30f3\u304c\u5916\u90e8\u3067\u30c8\u30ea\u30ac\u30fc\u3055\u308c\u305f\u3068\u304d\u306b\u3001\u4e8b\u524d\u306b\u5b9a\u7fa9\u3055\u308c\u305f\u6761\u4ef6\u3068\u30a2\u30af\u30b7\u30e7\u30f3\u306b\u95a2\u9023\u4ed8\u3051\u3089\u308c\u305f\u30eb\u30fc\u30eb\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30a4\u30d9\u30f3\u30c8\u306f\u3001\u6700\u5f8c\u306e\u8d77\u52d5\u304b\u3089\u4e00\u5b9a\u306e\u6642\u9593\u9593\u9694\u304c\u7d4c\u904e\u3057\u305f\u5f8c\u306b\u767a\u751f\u3059\u308b\u30bf\u30a4\u30de\u30fc \u30a4\u30d9\u30f3\u30c8\u306a\u3069\u306e\u5165\u529b\u8981\u56e0\u306b\u3088\u3063\u3066\u767a\u751f\u3057\u3001\u518d\u751f\u30e2\u30fc\u30c9\u306e\u5b9f\u884c\u304c\u518d\u958b\u3055\u308c\u307e\u3059\u3002\u6b21\u306e\u30b5\u30a4\u30af\u30eb\/\u53cd\u5fa9\u306f 1 \u79d2\u306b 1 \u56de\u518d\u958b\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6a5f\u68b0\u5b66\u7fd2\u306e\u5206\u91ce\u3067\u306f\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u7d71\u8a08\u5206\u6790\u3068\u6700\u9069\u5316\u306b\u57fa\u3065\u3044\u305f\u3001\u975e\u5e38\u306b\u52b9\u679c\u7684\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u5e45\u5e83\u304f\u958b\u767a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ul><li>\u7279\u5fb4\u62bd\u51fa\uff08\u304c\u3093\u7d30\u80de\u306e\u81ea\u52d5\u691c\u51fa\u306a\u3069\uff09&nbsp;<\/li><li>\u30d1\u30bf\u30fc\u30f3\u8a8d\u8b58\uff08\u4f8b\uff1a\u9854\u8b58\u5225\uff09\u3001&nbsp;<\/li><li>\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0 (\u4f8b\u3048\u3070\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u7570\u306a\u308b\u5909\u6570\u9593\u306e\u65b0\u3057\u3044\u95a2\u9023\u6027\u306e\u767a\u898b)\u3001&nbsp;<\/li><li>\u4e88\u6e2c\u5206\u6790 (\u4f8b: \u904e\u53bb\u306e\u30d1\u30bf\u30fc\u30f3\u306b\u57fa\u3065\u3044\u305f\u5c06\u6765\u306e\u7d50\u679c\u306e\u63a8\u5b9a)\u3002<\/li><\/ul>\n\n\n\n<h3>\u30ed\u30dc\u30c6\u30a3\u30af\u30b9\u3092\u3069\u306e\u3088\u3046\u306b\u5b9a\u7fa9\u3059\u308b\u304b?<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" width=\"750\" height=\"450\" src=\"https:\/\/rfidunion.com\/wp-content\/uploads\/2023\/01\/The-combination-of-artificial-intelligence-and-machine-learning-in-robotics-makes-the-automotive-sector-more-technologically-advanced.jpg\" alt=\"\u30ed\u30dc\u30c3\u30c8\u5de5\u5b66\u306b\u304a\u3051\u308b\u4eba\u5de5\u77e5\u80fd\u3068\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308a\u3001\u81ea\u52d5\u8eca\u90e8\u9580\u306f\u3088\u308a\u6280\u8853\u7684\u306b\u9032\u6b69\u3057\u305f\u3082\u306e\u306b\u306a\u308a\u307e\u3059\" class=\"wp-image-2989\" srcset=\"https:\/\/rfidunion.com\/wp-content\/uploads\/2023\/01\/The-combination-of-artificial-intelligence-and-machine-learning-in-robotics-makes-the-automotive-sector-more-technologically-advanced.jpg 750w, https:\/\/rfidunion.com\/wp-content\/uploads\/2023\/01\/The-combination-of-artificial-intelligence-and-machine-learning-in-robotics-makes-the-automotive-sector-more-technologically-advanced-300x180.jpg 300w, https:\/\/rfidunion.com\/wp-content\/uploads\/2023\/01\/The-combination-of-artificial-intelligence-and-machine-learning-in-robotics-makes-the-automotive-sector-more-technologically-advanced-696x418.jpg 696w, https:\/\/rfidunion.com\/wp-content\/uploads\/2023\/01\/The-combination-of-artificial-intelligence-and-machine-learning-in-robotics-makes-the-automotive-sector-more-technologically-advanced-700x420.jpg 700w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><figcaption>\u30ed\u30dc\u30c3\u30c8\u5de5\u5b66\u306b\u304a\u3051\u308b AI \u3068\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308a\u3001\u81ea\u52d5\u8eca\u90e8\u9580\u306f\u3088\u308a\u6280\u8853\u7684\u306b\u9032\u6b69\u3057\u305f\u3082\u306e\u306b\u306a\u308a\u307e\u3059<\/figcaption><\/figure><\/div>\n\n\n<p>\u30ed\u30dc\u30c6\u30a3\u30af\u30b9\u3068\u3044\u3046\u8a00\u8449\u3092\u3054\u5b58\u3058\u306a\u3044\u65b9\u306e\u305f\u3081\u306b\u7c21\u5358\u306b\u8aac\u660e\u3059\u308b\u3068\u3001\u30ed\u30dc\u30c3\u30c8\u3092\u6271\u3046\u5de5\u5b66\u306e\u4e00\u5206\u91ce\u3067\u3059\u3002\u30ed\u30dc\u30c3\u30c8\u306e\u8a9e\u6e90\u306f\u3001\u5f37\u5236\u52b4\u50cd\u3092\u610f\u5473\u3059\u308b\u30c1\u30a7\u30b3\u30b9\u30ed\u30d0\u30ad\u30a2\u8a9e\u306e\u300c\u30ed\u30dc\u30c3\u30c8\u300d\u3067\u3059\u3002\u30ed\u30dc\u30c3\u30c8\u306f\u3001\u3042\u3089\u304b\u3058\u3081\u30d7\u30ed\u30b0\u30e9\u30e0\u3055\u308c\u305f\u6307\u793a\u306b\u5f93\u3063\u3066\u50cd\u304d\u3001\u4eba\u9593\u306e\u76e3\u8996\u306a\u3057\u306b\u81ea\u52d5\u7684\u306b\u4f5c\u696d\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u81ea\u52d5\u6a5f\u68b0\u3067\u3059\u3002\u307e\u305f\u3001\u74b0\u5883\u3068\u76f8\u4e92\u4f5c\u7528\u3057\u3001\u89b3\u5bdf\u306b\u57fa\u3065\u3044\u3066\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3088\u3046\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30ed\u30dc\u30c3\u30c8\u306f\u3001\u30e1\u30e2\u30ea\u306b\u683c\u7d0d\u3055\u308c\u305f\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf \u30d7\u30ed\u30b0\u30e9\u30e0 (\u305f\u3068\u3048\u3070\u3001\u30d1\u30fc\u30bd\u30ca\u30eb \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3084 PLC) \u306e\u5236\u5fa1\u4e0b\u3067\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u96fb\u6c17\u6a5f\u68b0\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066\u5b9a\u7fa9\u3067\u304d\u307e\u3059\u3002\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u611f\u899a\u5165\u529b\u30e6\u30cb\u30c3\u30c8\u306b\u63a5\u7d9a\u3055\u308c\u305f\u30bb\u30f3\u30b5\u30fc\u3092\u4ecb\u3057\u3066\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u6307\u793a\u3057\u3001\u30a8\u30d5\u30a7\u30af\u30bf\u30fc\u51fa\u529b\u30e6\u30cb\u30c3\u30c8 (\u30e2\u30fc\u30bf\u30fc\u306a\u3069) \u306b\u63a5\u7d9a\u3055\u308c\u305f\u30a2\u30af\u30c1\u30e5\u30a8\u30fc\u30bf\u30fc\u3092\u4ecb\u3057\u3066\u5468\u56f2\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u64cd\u4f5c\u3059\u308b\u305f\u3081\u306e\u4f5c\u52d5\u30c7\u30d0\u30a4\u30b9\u3092\u4ecb\u3057\u3066\u3001\u30df\u30c3\u30b7\u30e7\u30f3\u306e\u5b9f\u884c\u3092\u6307\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2>\u30ed\u30dc\u30c6\u30a3\u30af\u30b9\u306b\u304a\u3051\u308b ML \u306e\u4ed5\u7d44\u307f<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" width=\"750\" height=\"450\" src=\"https:\/\/rfidunion.com\/wp-content\/uploads\/2023\/01\/Machine-learning-in-robotics-is-similar-to-the-thinking-of-the-human-brain.jpg\" alt=\"\u30ed\u30dc\u30c3\u30c8\u5de5\u5b66\u306b\u304a\u3051\u308b\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u4eba\u9593\u306e\u8133\u306e\u601d\u8003\u306b\u4f3c\u3066\u3044\u307e\u3059\" class=\"wp-image-2988\" srcset=\"https:\/\/rfidunion.com\/wp-content\/uploads\/2023\/01\/Machine-learning-in-robotics-is-similar-to-the-thinking-of-the-human-brain.jpg 750w, https:\/\/rfidunion.com\/wp-content\/uploads\/2023\/01\/Machine-learning-in-robotics-is-similar-to-the-thinking-of-the-human-brain-300x180.jpg 300w, https:\/\/rfidunion.com\/wp-content\/uploads\/2023\/01\/Machine-learning-in-robotics-is-similar-to-the-thinking-of-the-human-brain-696x418.jpg 696w, https:\/\/rfidunion.com\/wp-content\/uploads\/2023\/01\/Machine-learning-in-robotics-is-similar-to-the-thinking-of-the-human-brain-700x420.jpg 700w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><figcaption>\u30ed\u30dc\u30c3\u30c8\u5de5\u5b66\u306b\u304a\u3051\u308b\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u4eba\u9593\u306e\u8133\u306e\u601d\u8003\u306b\u4f3c\u3066\u3044\u307e\u3059<\/figcaption><\/figure><\/div>\n\n\n<p>\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u81ea\u8eab\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b AI \u306e\u30b5\u30d6\u30bb\u30c3\u30c8\u3067\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0 (MLA) \u306f\u3001\u904e\u53bb\u306e\u7d4c\u9a13\u3092\u5206\u6790\u3057\u3001\u305d\u308c\u3089\u306e\u7d4c\u9a13\u306b\u57fa\u3065\u3044\u3066\u4e88\u6e2c\u3092\u884c\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001MLA \u304c\u7d4c\u9a13\u304b\u3089\u5b66\u7fd2\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001MLA \u306f\u660e\u793a\u7684\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u3055\u308c\u3066\u3044\u306a\u304f\u3066\u3082\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>MLA \u306f\u3001\u30ed\u30dc\u30c3\u30c8\u304c\u81ea\u8eab\u306e\u7d4c\u9a13\u304b\u3089\u5b66\u7fd2\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3001\u6b21\u306e\u3088\u3046\u306a\u30bf\u30b9\u30af\u306e\u30ed\u30dc\u30c3\u30c8\u5de5\u5b66\u3067\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ul><li>\u65b0\u3057\u3044\u7a7a\u9593\u3092\u3088\u308a\u52b9\u679c\u7684\u306b\u30ca\u30d3\u30b2\u30fc\u30c8\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u6642\u9593\u306e\u7d4c\u904e\u3068\u3068\u3082\u306b\u74b0\u5883\u306b\u3064\u3044\u3066\u5b66\u7fd2\u3057\u307e\u3059\u3002<\/li><li>\u904e\u53bb\u306e\u8a18\u9332\u306b\u57fa\u3065\u3044\u3066\u3001\u74b0\u5883\u306e\u5c06\u6765\u306e\u72b6\u614b\u3092\u4e88\u6e2c\u3057\u307e\u3059\u3002<\/li><li>\u7279\u5b9a\u306e\u76ee\u6a19\u3092\u9054\u6210\u3059\u308b\u306e\u306b\u6700\u9069\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002<\/li><\/ul>\n\n\n\n<h2>\u30ed\u30dc\u30c3\u30c8\u5de5\u5b66\u306b\u304a\u3051\u308b AI \u306e\u4ed5\u7d44\u307f<\/h2>\n\n\n\n<p>AI \u306f\u3001\u6642\u9593\u306e\u7d4c\u904e\u3068\u3068\u3082\u306b\u5b66\u7fd2\u3057\u3001\u9069\u5fdc\u3057\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u30ed\u30dc\u30c3\u30c8\u5de5\u5b66\u3068\u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3051\u308b\u6700\u3082\u91cd\u8981\u306a\u6982\u5ff5\u306e 1 \u3064\u3067\u3059\u3002<\/p>\n\n\n\n<p>AI\u306f\u30ed\u30dc\u30c3\u30c8\u306e\u52d5\u529b\u6e90\u3068\u3057\u3066\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u9053\u8def\u3092\u8d70\u308b\u81ea\u5f8b\u8d70\u884c\u8eca\u306bAI\u304c\u642d\u8f09\u3055\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u307e\u3063\u3059\u3050\u8d70\u308b\u304b\u3001\u4ea4\u5dee\u70b9\u3067\u53f3\u5de6\u6298\u3059\u308b\u3068\u3044\u3063\u305f\u3054\u304f\u57fa\u672c\u7684\u306a\u64cd\u4f5c\u3057\u304b\u3067\u304d\u307e\u305b\u3093\u3002\u3057\u304b\u3057\u3001\u3053\u306e\u8eca\u4e21\u306bAI\u304c\u642d\u8f09\u3055\u308c\u3066\u3044\u308c\u3070\u3001\u8907\u96d1\u306a\u74b0\u5883\u3067\u3082\u30ca\u30d3\u30b2\u30fc\u30c8\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002GPS\u306a\u3069\u306e\u30bb\u30f3\u30b5\u30fc\u3084\u8eca\u4f53\u4e0a\u90e8\u306b\u642d\u8f09\u3055\u308c\u305f\u30ab\u30e1\u30e9\u304b\u3089\u306e\u60c5\u5831\u3092\u3082\u3068\u306b\u3001\u81ea\u5206\u304c\u3069\u3053\u306b\u5411\u304b\u3063\u3066\u3044\u308b\u306e\u304b\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u3001\u30d3\u30eb\u306a\u3069\u306e\u901a\u8def\u3092\u7c21\u5358\u306b\u79fb\u52d5\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h2>\u30ed\u30dc\u30c3\u30c8\u77e5\u80fd\u306f\u904e\u53bb\u6570\u5341\u5e74\u3067\u3069\u306e\u3088\u3046\u306b\u767a\u5c55\u3057\u307e\u3057\u305f\u304b?<\/h2>\n\n\n\n<p>\u30ed\u30dc\u30c3\u30c8\u77e5\u80fd\u306f\u30011950 \u5e74\u4ee3\u306b\u82f1\u56fd\u306e\u30b5\u30a4\u30d0\u30cd\u30c6\u30a3\u30b9\u30c8\u3067\u3042\u308b\u30ed\u30b9 \u30a2\u30b7\u30e5\u30d3\u30fc\u306b\u3088\u3063\u3066\u958b\u767a\u3055\u308c\u307e\u3057\u305f\u3002\u305d\u308c\u4ee5\u524d\u306f\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u81ea\u5206\u306e\u7d4c\u9a13\u3068\u52d8\u306b\u57fa\u3065\u3044\u3066\u3001\u30de\u30b7\u30f3\u306b\u56fa\u5b9a\u306e\u30eb\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3057\u305f\u3002 Ashby \u306f\u6570\u5b66\u7684\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u74b0\u5883\u304b\u3089\u5b66\u7fd2\u3057\u3001\u904e\u53bb\u306e\u7d4c\u9a13\u306b\u57fa\u3065\u3044\u3066\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8 \u30de\u30b7\u30f3\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u30cb\u30e5\u30fc\u30e9\u30eb \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u958b\u767a\u3068\u4eba\u9593\u306e\u8133\u6a5f\u80fd\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u3064\u306a\u304c\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u6700\u521d\u306e\u7523\u696d\u7528\u30ed\u30dc\u30c3\u30c8\u306f\u30011961 \u5e74\u306b Unimation \u306b\u3088\u3063\u3066\u88fd\u9020\u3055\u308c\u307e\u3057\u305f\u3002\u3053\u306e\u30ed\u30dc\u30c3\u30c8\u306f\u30011 \u624b\u306b 2 \u672c\u306e\u771f\u7a7a\u5236\u5fa1\u3055\u308c\u305f\u6307 (\u6307\u306e\u7dcf\u6570\u306f 4 \u672c) \u3092\u4f7f\u7528\u3057\u3066\u30011 \u6642\u9593\u3042\u305f\u308a 40 \u306e\u901f\u5ea6\u3067\u30b3\u30f3\u30d9\u30a2 \u30d9\u30eb\u30c8\u306b\u7bb1\u3092\u7a4d\u307f\u964d\u308d\u3057\u3059\u308b\u306a\u3069\u306e\u5358\u7d14\u306a\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3067\u304d\u307e\u3057\u305f\u3002 . 1974 \u5e74\u307e\u3067\u306b\u3001\u4e16\u754c\u4e2d\u306e\u5de5\u5834\u3067 30,000 \u53f0\u3092\u8d85\u3048\u308b\u30ed\u30dc\u30c3\u30c8\u304c\u7a3c\u50cd\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h2>\u30ed\u30dc\u30c6\u30a3\u30af\u30b9\u306b\u304a\u3051\u308b\u4eba\u5de5\u77e5\u80fd\u3068\u6a5f\u68b0\u5b66\u7fd2<\/h2>\n\n\n\n<figure class=\"wp-block-embed aligncenter is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"NASA Ames \u30ed\u30dc\u30c6\u30a3\u30af\u30b9\u3001\u81ea\u52d5\u5316\u304a\u3088\u3073\u5236\u5fa1\u6280\u8853\u306e\u30b7\u30e7\u30fc\u30b1\u30fc\u30b9\" width=\"696\" height=\"392\" src=\"https:\/\/www.youtube.com\/embed\/DDBAT906uPI?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe>\n<\/div><figcaption>NASA Ames \u30ed\u30dc\u30c6\u30a3\u30af\u30b9\u3001\u81ea\u52d5\u5316\u304a\u3088\u3073\u5236\u5fa1\u6280\u8853\u306e\u30b7\u30e7\u30fc\u30b1\u30fc\u30b9<\/figcaption><\/figure>\n\n\n\n<p>\u4eba\u5de5\u77e5\u80fd\u3068\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u30ed\u30dc\u30c3\u30c8\u304c\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u4f7f\u7528\u3057\u306a\u3044\u5834\u5408\u3088\u308a\u3082\u512a\u308c\u305f\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u8003\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 <a href=\"http:\/\/Building Trust in Artificial Intelligence, Machine Learning, and Robotics\" target=\"_blank\" rel=\"noreferrer noopener\">\u30ed\u30dc\u30c6\u30a3\u30af\u30b9\u306b\u304a\u3051\u308b AI \u3068 ML<\/a> \u3069\u3061\u3089\u3082\u3001\u30ed\u30dc\u30c3\u30c8\u304c\u5468\u56f2\u306e\u74b0\u5883\u3068\u306e\u76f8\u4e92\u4f5c\u7528\u304b\u3089\u5b66\u7fd2\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u6280\u8853\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u591a\u304f\u306e\u4eba\u306fAI\u3092SF\u306e\u3088\u3046\u306a\u6982\u5ff5\u3060\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u304c\u3001AI\u306f\u3059\u3067\u306b\u79c1\u305f\u3061\u306e\u65e5\u5e38\u751f\u6d3b\u306e\u3055\u307e\u3056\u307e\u306a\u5834\u9762\u3067\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001iPhone\u306eSiri\u306f\u3001\u97f3\u58f0\u8a8d\u8b58\u3068\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3057\u3066\u3001\u3042\u306a\u305f\u306e\u8a00\u8449\u3092\u7406\u89e3\u3057\u3001\u9069\u5207\u306b\u5fdc\u7b54\u3057\u307e\u3059\u3002Amazon Echos\u306eAlexa\u306f\u3001\"\u5929\u6c17\u306f\uff1f\"\u3084 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\u5e74\u4ee3\u521d\u982d\u306b\u958b\u767a\u3055\u308c\u305f DeVAR \u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6a5f\u68b0\u5b66\u7fd2\u30d9\u30fc\u30b9\u306e\u30ed\u30dc\u30c3\u30c8\u652f\u63f4\u6280\u8853\u306e\u6700\u8fd1\u306e\u4f8b\u306b\u306f\u3001\u30ce\u30fc\u30b9\u30a6\u30a7\u30b9\u30bf\u30f3\u5927\u5b66\u3067\u958b\u767a\u3055\u308c\u305f MICO \u30ed\u30dc\u30c3\u30c8 \u30a2\u30fc\u30e0\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u3053\u306e\u30a2\u30fc\u30e0\u306f\u3001Kinect \u30bb\u30f3\u30b5\u30fc\u3092\u4f7f\u7528\u3057\u3066\u4e16\u754c\u3092\u89b3\u5bdf\u3057\u3001\u90e8\u5206\u7684\u306a\u81ea\u5f8b\u6027\u3067\u30e6\u30fc\u30b6\u30fc\u306e\u30cb\u30fc\u30ba\u306b\u9069\u5fdc\u3057\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u30ed\u30dc\u30c3\u30c8\u3068\u4eba\u9593\u306e\u9593\u3067\u5236\u5fa1\u3092\u5171\u6709\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6a5f\u68b0\u5b66\u7fd2\u30d9\u30fc\u30b9\u306e\u30ed\u30dc\u30c3\u30c8\u5de5\u5b66\u306f\u3001\u533b\u7642\u306e\u4e16\u754c\u306b\u304a\u3051\u308b\u624b\u8853\u306e\u7cbe\u5ea6\u3068\u4fe1\u983c\u6027\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002Smart Tissue Autonomous Robot (STAR)\u306f\u3001\u8907\u6570\u306e\u5927\u5b66\u306e\u7814\u7a76\u8005\u3068\u3001\u30ef\u30b7\u30f3\u30c8\u30f3DC\u306eChildren's National Health System\u3092\u901a\u3058\u3066\u8a66\u9a13\u7684\u306b\u5c0e\u5165\u3055\u308c\u305f\u533b\u5e2b\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u3088\u308b\u5171\u540c\u7814\u7a76\u3067\u3059\u3002STAR\u306f\u3001\u4eba\u9593\u306e\u5916\u79d1\u533b\u3088\u308a\u3082\u512a\u308c\u305f\u7cbe\u5ea6\u3068\u4fe1\u983c\u6027\u3067\u300c\u8c5a\u306e\u8178\u300d\u3092\u7e2b\u3044\u5408\u308f\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4eba\u9593\u306e\u5916\u79d1\u533b\u306b\u53d6\u3063\u3066\u4ee3\u308f\u308b\u3053\u3068\u3092\u610f\u56f3\u3057\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001STAR\u306f\u540c\u69d8\u306e\u7a2e\u985e\u306e\u7e4a\u7d30\u306a\u624b\u8853\u3092\u884c\u3046\u4e0a\u3067\u5927\u304d\u306a\u5229\u70b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3>\u81ea\u5df1\u7ba1\u7406\u5b66\u7fd2<\/h3>\n\n\n\n<p><a href=\"https:\/\/rfidunion.com\/ja\/information\/self-learning-ai-will-create-a-new-self-era.html\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u81ea\u5df1\u6559\u5e2b\u3042\u308a\u5b66\u7fd2<\/a> \u306f\u5f37\u529b\u306a\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3042\u308a\u3001\u30e9\u30d9\u30eb\u4ed8\u304d\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u30ed\u30dc\u30c3\u30c8\u3084\u305d\u306e\u4ed6\u306e\u30c7\u30d0\u30a4\u30b9\u3001\u307e\u305f\u306f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u4f8b\u3092\u751f\u6210\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u7269\u4f53\u691c\u51fa\u3001\u30b7\u30fc\u30f3\u5206\u6790\u3001\u30d3\u30fc\u30af\u30eb \u30c0\u30a4\u30ca\u30df\u30af\u30b9 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