{"id":34440,"date":"2024-12-06T16:56:22","date_gmt":"2024-12-06T08:56:22","guid":{"rendered":"https:\/\/17aitech.com\/?p=34440"},"modified":"2024-12-06T16:56:22","modified_gmt":"2024-12-06T08:56:22","slug":"%e5%83%8f%e7%94%9f%e7%89%a9%e7%bd%91%e7%bb%9c%e4%b8%80%e6%a0%b7%e3%80%8c%e7%94%9f%e9%95%bf%e3%80%8d%ef%bc%8c%e5%85%b7%e5%a4%87%e3%80%8c%e7%bb%93%e6%9e%84%e5%8f%af%e5%a1%91%e6%80%a7%e3%80%8d%e7%9a%84","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=34440","title":{"rendered":"\u50cf\u751f\u7269\u7f51\u7edc\u4e00\u6837\u300c\u751f\u957f\u300d\uff0c\u5177\u5907\u300c\u7ed3\u6784\u53ef\u5851\u6027\u300d\u7684\u81ea\u7ec4\u7ec7\u795e\u7ecf\u7f51\u7edc\u6765\u4e86"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-07-08-18\" target=\"_blank\">\u50cf\u751f\u7269\u7f51\u7edc\u4e00\u6837\u300c\u751f\u957f\u300d\uff0c\u5177\u5907\u300c\u7ed3\u6784\u53ef\u5851\u6027\u300d\u7684\u81ea\u7ec4\u7ec7\u795e\u7ecf\u7f51\u7edc\u6765\u4e86<\/a><\/p>\n<p><mark data-type=\"tech_methods\" data-id=\"44d524cd-13ec-4866-a08b-019ef6864b81\">\u751f\u7269<mark data-type=\"tech_methods\" data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\">\u795e\u7ecf\u7f51\u7edc<\/mark><\/mark>\u6709\u4e00\u4e2a\u91cd\u8981\u7684\u7279\u70b9\u662f\u9ad8\u5ea6\u53ef\u5851\u6027\uff0c\u8fd9\u4f7f\u5f97\u81ea\u7136\u751f\u7269\u4f53\u5177\u6709\u5353\u8d8a\u7684\u9002\u5e94\u6027\uff0c\u5e76\u4e14\u8fd9\u79cd\u80fd\u529b\u4f1a\u5f71\u54cd\u795e\u7ecf\u7cfb\u7edf\u7684\u7a81\u89e6\u5f3a\u5ea6\u548c\u62d3\u6251\u7ed3\u6784\u3002<\/p>\n<p>\u7136\u800c\uff0c\u4eba\u5de5<mark data-type=\"tech_methods\" data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\">\u795e\u7ecf\u7f51\u7edc<\/mark>\u4e3b\u8981\u88ab\u8bbe\u8ba1\u4e3a\u9759\u6001\u7684\u3001\u5b8c\u5168\u8fde\u63a5\u7684\u7ed3\u6784\uff0c\u5728\u9762\u5bf9\u4e0d\u65ad\u53d8\u5316\u7684\u73af\u5883\u548c\u65b0\u7684\u8f93\u5165\u65f6\u53ef\u80fd\u975e\u5e38\u8106\u5f31\u3002\u5c3d\u7ba1\u7814\u7a76\u4eba\u5458\u5bf9<mark data-type=\"tech_methods\" data-id=\"df1b3500-af28-4cee-bf53-f7e6daddf012\">\u5728\u7ebf\u5b66\u4e60<\/mark>\u548c<mark data-type=\"tech_methods\" data-id=\"58600b76-608c-4ad8-b973-28ba358b1f22\">\u5143\u5b66\u4e60<\/mark>\u8fdb\u884c\u4e86\u5927\u91cf\u7814\u7a76\uff0c\u4f46\u76ee\u524d\u6700\u5148\u8fdb\u7684<mark data-type=\"tech_methods\" data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\">\u795e\u7ecf\u7f51\u7edc<\/mark>\u7cfb\u7edf\u4ecd\u7136\u4f7f\u7528\u79bb\u7ebf\u5b66\u4e60\uff0c\u56e0\u4e3a\u8fd9\u4e0e\u53cd\u5411\u4f20\u64ad\u7ed3\u5408\u4f7f\u7528\u65f6\u66f4\u52a0\u7b80\u5355\u3002<\/p>\n<p>\u90a3\u4e48\uff0c\u4eba\u5de5<mark data-type=\"tech_methods\" data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\">\u795e\u7ecf\u7f51\u7edc<\/mark>\u662f\u5426\u4e5f\u80fd\u62e5\u6709\u7c7b\u4f3c\u4e8e\u9ad8\u5ea6\u53ef\u5851\u6027\u7684\u6027\u8d28\uff1f<\/p>\n<p>\u6765\u81ea\u54e5\u672c\u54c8\u6839\u4fe1\u606f\u6280\u672f\u5927\u5b66\u7684\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u79cd\u81ea\u7ec4\u7ec7<mark data-type=\"tech_methods\" data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\">\u795e\u7ecf\u7f51\u7edc<\/mark> \u2014\u2014LNDP\uff0c\u80fd\u591f\u4ee5\u6d3b\u52a8\u548c\u5956\u52b1\u4f9d\u8d56\u7684\u65b9\u5f0f\u5b9e\u73b0\u7a81\u89e6\u548c\u7ed3\u6784\u7684\u53ef\u5851\u6027\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-3c4e41b7a6444954950c6b535b2466c0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-3c4e41b7a6444954950c6b535b2466c0.png\"><\/a><\/p>\n<ul>\n<li>\n<p>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/pdf\/2406.09787<\/p>\n<\/li>\n<li>\n<p>\u9879\u76ee\u94fe\u63a5\uff1ahttps:\/\/github.com\/erwanplantec\/LNDP<a href=\"https:\/\/mp.weixin.qq.com\/s\/fdQcKpuu75C3lgFkxfpwdQ\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-48361cc581b27f55c461cd154331db71.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-48361cc581b27f55c461cd154331db71.png\"><\/a><\/a><\/p>\n<\/li>\n<\/ul>\n<section><span data-cover=\"http%3A%2F%2Fmmbiz.qpic.cn%2Fsz_mmbiz_jpg%2FKmXPKA19gWicTicAEtKn421bUEApV08DeaQuJIQ8JDlxZaR29ibCApFca7bicoESwqcibOFJdovFuWd5QU7iaMet2RZw%2F0%3Fwx_fmt%3Djpeg\" data-mpvid=\"wxv_3533903537833476097\" data-ratio=\"2\" data-src=\"https:\/\/v.qq.com\/iframe\/player.html?vid=wxv_3533903537833476097&amp;width=388&amp;height=218.25&amp;auto=0\" data-vh=\"218.25\" data-vidtype=\"2\" data-vw=\"388\" data-w=\"1440\"><\/p>\n<div data-key=\"wxv_3533903537833476097\">\n<div data-v-318d01a6=\"\">\n<div data-v-0879b0a4=\"\" data-v-318d01a6=\"\"><\/div>\n<\/div>\n<\/div>\n<p><\/span><strong>\u7814\u7a76\u7b80\u4ecb<\/strong><\/section>\n<p>2023 \u5e74\uff0cNajarro \u7b49\u4eba\u63d0\u51fa\u4e86\u795e\u7ecf\u53d1\u80b2\u7a0b\u5e8f\uff08NDP\uff09\u6a21\u578b\u3002\u4f46 NDP \u5728\u65f6\u95f4\u4e0a\u9650\u5236\u5728\u73af\u5883\u524d\u671f\u9636\u6bb5\u3002\u56e0\u6b64\uff0c\u54e5\u672c\u54c8\u6839\u4fe1\u606f\u6280\u672f\u5927\u5b66\u7684\u7814\u7a76\u56e2\u961f\u901a\u8fc7\u6269\u5c55 NDP \u6846\u67b6\u6765\u89e3\u51b3\u8fd9\u4e00\u9650\u5236\u3002<\/p>\n<p>\u5177\u4f53\u800c\u8a00\uff0c\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u79cd\u5728\u667a\u80fd\u4f53\u751f\u547d\u5468\u671f\u5185\u80fd\u591f\u5b9e\u73b0\u53ef\u5851\u6027\u548c\u7ed3\u6784\u53d8\u5316\u7684\u673a\u5236 \u2014\u2014LNDP\uff08Lifelong Neural Developmental programs\uff09\u3002\u8be5\u673a\u5236\u901a\u8fc7\u6267\u884c\u5c40\u90e8\u8ba1\u7b97\u6765\u5b9e\u73b0\uff0c\u4f9d\u8d56\u4e8e\u4eba\u5de5<mark data-type=\"tech_methods\" data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\">\u795e\u7ecf\u7f51\u7edc<\/mark>\u4e2d\u6bcf\u4e2a<mark data-type=\"concepts\" data-id=\"b5cce590-1c61-4d22-8e75-fe74128079c3\">\u795e\u7ecf\u5143<\/mark>\u7684\u5c40\u90e8\u6d3b\u52a8\u548c\u73af\u5883\u7684\u5168\u5c40\u5956\u52b1\u51fd\u6570\u3002LNDP \u4f7f\u5f97\u4eba\u5de5<mark data-type=\"tech_methods\" data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\">\u795e\u7ecf\u7f51\u7edc<\/mark>\u5177\u5907\u53ef\u5851\u6027\uff0c\u5e76\u6865\u63a5\u4e86\u95f4\u63a5\u53d1\u80b2\u7f16\u7801\uff08indirect developmental encoding\uff09\u548c<mark data-type=\"tech_methods\" data-id=\"58600b76-608c-4ad8-b973-28ba358b1f22\">\u5143\u5b66\u4e60<\/mark>\u7684\u53ef\u5851\u6027\u89c4\u5219\u3002<\/p>\n<p>LNDP \u7531\u4e00\u7ec4<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u5316\u7ec4\u4ef6\u7ec4\u6210\uff0c\u65e8\u5728\u5b9a\u4e49\u795e\u7ecf\u548c\u7a81\u89e6\u52a8\u6001\uff0c\u5e76\u4f7f\u4eba\u5de5<mark data-type=\"tech_methods\" data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\">\u795e\u7ecf\u7f51\u7edc<\/mark>\u5177\u6709\u7ed3\u6784\u53ef\u5851\u6027\uff08\u5373\u7a81\u89e6\u53ef\u4ee5\u52a8\u6001\u6dfb\u52a0\u6216\u79fb\u9664\uff09\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-08587577c07df9d7b3d0f558f19f64a8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-08587577c07df9d7b3d0f558f19f64a8.png\"><\/a><\/p>\n<p>\u53d7\u751f\u7269\u81ea\u53d1\u6027\u6d3b\u52a8\uff08spontaneous activity\uff0cSA\uff09\u7684\u542f\u53d1\uff0c\u7814\u7a76\u56e2\u961f\u8fdb\u4e00\u6b65\u6269\u5c55\u4e86\u7cfb\u7edf\uff0c\u5f15\u5165\u4e86\u4e00\u79cd\u53ef\u5b9e\u73b0\u9884\u7ecf\u9a8c\uff08pre-experience\uff09\u53d1\u5c55\u7684\u673a\u5236\uff0c\u7528\u611f\u89c9<mark data-type=\"concepts\" data-id=\"b5cce590-1c61-4d22-8e75-fe74128079c3\">\u795e\u7ecf\u5143<\/mark>\u7684\u7b80\u5355\u53ef\u5b66\u4e60<mark data-type=\"concepts\" data-id=\"5932834c-8f09-4019-8e9d-5a4019e0583e\">\u968f\u673a\u8fc7\u7a0b<\/mark>\u5efa\u6a21 SA\uff0c\u8fd9\u4f7f\u5f97\u4e00\u4e9b\u7ec4\u4ef6\u53ef\u4ee5\u590d\u7528\u3002<\/p>\n<p>\u7814\u7a76\u56e2\u961f\u57fa\u4e8e Graph Transformer \u5c42\uff08Dwivedi and Bresson, 2021\uff09\u63d0\u51fa\u4e86\u4e00\u79cd LNDP \u5b9e\u4f8b\uff0c\u5e76\u5728\u4e00\u7ec4<mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark>\u4efb\u52a1\u4e2d\u4f7f\u7528<mark data-type=\"concepts\" data-id=\"7b79afae-6702-4330-9288-d8a48779036d\">\u534f\u65b9\u5dee\u77e9\u9635<\/mark>\u81ea\u9002\u5e94<mark data-type=\"tech_methods\" data-id=\"fdf3149a-3087-4000-bd84-3074b56792cd\">\u8fdb\u5316\u7b56\u7565<\/mark>\uff08CMA-ES\uff09\u4f18\u5316\u4e86 LNDP\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-6435156d1cdd24100c77b0b288a76136.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-6435156d1cdd24100c77b0b288a76136.png\"><\/a><\/p>\n<p>\u5177\u4f53\u6765\u8bf4\uff0c\u8be5\u7814\u7a76\u91c7\u7528\u4e86\u4e09\u4e2a\u7ecf\u5178\u63a7\u5236\u4efb\u52a1\uff08Cartpole\u3001Acrobot\u3001Pendulum\uff09\u4ee5\u53ca\u4e00\u4e2a\u5177\u6709\u975e\u5e73\u7a33\u52a8\u6001\u7684\u641c\u96c6\u4efb\u52a1\uff08Foraging\uff09\uff0c\u8fd9\u4e9b\u4efb\u52a1\u9700\u8981\u667a\u80fd\u4f53\u5177\u5907\u751f\u547d\u5468\u671f\u9002\u5e94\u6027\u3002<\/p>\n<p>\u603b\u7684\u6765\u8bf4\uff0c\u7814\u7a76\u56e2\u961f\u5c55\u793a\u4e86\u4ece\u968f\u673a\u8fde\u63a5\uff08\u6216\u7a7a\uff09<mark data-type=\"tech_methods\" data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\">\u795e\u7ecf\u7f51\u7edc<\/mark>\u5f00\u59cb\uff0c LNDP \u4ee5\u6d3b\u52a8\u548c\u7ecf\u9a8c\u4f9d\u8d56\u7684\u65b9\u5f0f\uff0c\u81ea\u7ec4\u7ec7\u5730\u5f62\u6210\u4e86\u529f\u80fd\u6027\u7f51\u7edc\uff0c\u4ee5\u6709\u6548\u89e3\u51b3\u63a7\u5236\u6027\u4efb\u52a1\u3002<\/p>\n<p>\u8be5\u7814\u7a76\u8fd8\u8868\u660e\uff0c\u5728\u9700\u8981\u5feb\u901f\u9002\u5e94\u6216\u5177\u6709\u975e\u5e73\u7a33\u52a8\u6001\u3001\u9700\u8981\u6301\u7eed\u9002\u5e94\u7684\u73af\u5883\u4e2d\uff0c\u7ed3\u6784\u53ef\u5851\u6027\u80fd\u591f\u6539\u5584\u7ed3\u679c\u3002\u6b64\u5916\uff0c\u8be5\u7814\u7a76\u8fd8\u5c55\u793a\u4e86\u57fa\u4e8e\u9884\u73af\u5883\u81ea\u53d1\u6027\u6d3b\u52a8\u9a71\u52a8\u7684\u53d1\u5c55\u9636\u6bb5\u5728\u7f51\u7edc\u81ea\u7ec4\u7ec7\u5f62\u6210\u529f\u80fd\u5355\u5143\u65b9\u9762\u7684\u6709\u6548\u6027\u3002<\/p>\n<p><strong>\u5b9e\u9a8c\u7ed3\u679c<\/strong><\/p>\n<p>\u7814\u7a76\u56e2\u961f\u5728\u6240\u6709\u4efb\u52a1\u4e0a\u6d4b\u8bd5\u4e86 SP \u6a21\u578b\uff08\u5177\u6709\u7ed3\u6784\u53ef\u5851\u6027\u7684\u6a21\u578b\uff09\u548c\u975e SP \u6a21\u578b\uff08\u65e0\u7ed3\u6784\u53ef\u5851\u6027\u7684\u6a21\u578b\uff09\u4e4b\u95f4\u7684\u5dee\u5f02\uff0c\u7ed3\u679c\u5982\u4e0b\u56fe 2 \u6240\u793a\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-fa1468be22da653b3e8f6eab1ba7bd85.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-fa1468be22da653b3e8f6eab1ba7bd85.png\"><\/a><\/p>\n<p>\u5728\u5177\u6709\u975e\u5e73\u7a33\u52a8\u6001\u7684\u641c\u96c6\u4efb\u52a1\uff08Foraging\uff09\u4e0a\uff0c\u7814\u7a76\u56e2\u961f\u53d1\u73b0 SP \u6a21\u578b\u59cb\u7ec8\u6bd4\u975e SP \u6a21\u578b\u8fbe\u5230\u66f4\u9ad8\u7684\u5e73\u5747\u9002\u5e94\u5ea6\uff0c\u5e76\u4e14\u4e24\u8005\u8fbe\u5230\u76f8\u4f3c\u7684\u6700\u5927\u9002\u5e94\u5ea6\u3002\u8fd9\u8868\u660e SP \u5728\u975e\u5e73\u7a33\u60c5\u51b5\u4e0b\u5177\u6709\u66f4\u597d\u7684\u9002\u5e94\u6027\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-3280eb7094bb2a87348e456a28025046.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-3280eb7094bb2a87348e456a28025046.png\"><\/a><\/p>\n<p>\u5728 CartPole \u73af\u5883\u4e2d\uff0c\u5bf9\u4e8e\u6ca1\u6709 SA \u7684\u6a21\u578b\u6765\u8bf4\uff0c\u5728\u6700\u5f00\u59cb\u5c31\u8fbe\u5230\u826f\u597d\u6027\u80fd\u7279\u522b\u56f0\u96be\uff0c\u800c\u5177\u6709 SA \u7684\u6a21\u578b\u5728\u6700\u521d\u5c31\u663e\u793a\u51fa\u89e3\u51b3\u4efb\u52a1\u7684\u56fa\u6709\u6280\u80fd\u3002\u8fd9\u5c55\u793a\u51fa\u6a21\u578b\u5728\u975e\u5956\u52b1\u4f9d\u8d56\u548c\u81ea\u7ec4\u7ec7\u7684\u65b9\u5f0f\u4e0b\u5b9e\u73b0\u76ee\u6807\u529f\u80fd\u7f51\u7edc\u7684\u80fd\u529b\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-d994ddd1840eb5282e04c8a7f24dd8c9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-d994ddd1840eb5282e04c8a7f24dd8c9.png\"><\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-d205c45541368c97179524266c8e9d2f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-d205c45541368c97179524266c8e9d2f.png\"><\/a><\/p>\n<p>\u66f4\u591a\u7814\u7a76\u7ec6\u8282\uff0c\u8bf7\u53c2\u8003\u539f\u8bba\u6587\u3002<\/p>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-07-08-18\" target=\"_blank\">\u50cf\u751f\u7269\u7f51\u7edc\u4e00\u6837\u300c\u751f\u957f\u300d\uff0c\u5177\u5907\u300c\u7ed3\u6784\u53ef\u5851\u6027\u300d\u7684\u81ea\u7ec4\u7ec7\u795e\u7ecf\u7f51\u7edc\u6765\u4e86<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u50cf\u751f\u7269\u7f51\u7edc\u4e00\u6837\u300c\u751f\u957f\u300d [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[71],"class_list":["post-34440","post","type-post","status-publish","format-standard","hentry","category-news","tag-rag"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u50cf\u751f\u7269\u7f51\u7edc\u4e00\u6837\u300c\u751f\u957f\u300d\uff0c\u5177\u5907\u300c\u7ed3\u6784\u53ef\u5851\u6027\u300d\u7684\u81ea\u7ec4\u7ec7\u795e\u7ecf\u7f51\u7edc\u6765\u4e86 - \u4e00\u8d77AI\u6280\u672f<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/17aitech.com\/?p=34440\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/17aitech.com\/?p=34440\",\"url\":\"https:\/\/17aitech.com\/?p=34440\",\"name\":\"\u50cf\u751f\u7269\u7f51\u7edc\u4e00\u6837\u300c\u751f\u957f\u300d\uff0c\u5177\u5907\u300c\u7ed3\u6784\u53ef\u5851\u6027\u300d\u7684\u81ea\u7ec4\u7ec7\u795e\u7ecf\u7f51\u7edc\u6765\u4e86 - \u4e00\u8d77AI\u6280\u672f\",\"isPartOf\":{\"@id\":\"https:\/\/17aitech.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/17aitech.com\/?p=34440#primaryimage\"},\"image\":{\"@id\":\"https:\/\/17aitech.com\/?p=34440#primaryimage\"},\"thumbnailUrl\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-3c4e41b7a6444954950c6b535b2466c0.png\",\"datePublished\":\"2024-12-06T08:56:22+00:00\",\"author\":{\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d\"},\"breadcrumb\":{\"@id\":\"https:\/\/17aitech.com\/?p=34440#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/17aitech.com\/?p=34440\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/17aitech.com\/?p=34440#primaryimage\",\"url\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-3c4e41b7a6444954950c6b535b2466c0.png\",\"contentUrl\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-3c4e41b7a6444954950c6b535b2466c0.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/17aitech.com\/?p=34440#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/17aitech.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u50cf\u751f\u7269\u7f51\u7edc\u4e00\u6837\u300c\u751f\u957f\u300d\uff0c\u5177\u5907\u300c\u7ed3\u6784\u53ef\u5851\u6027\u300d\u7684\u81ea\u7ec4\u7ec7\u795e\u7ecf\u7f51\u7edc\u6765\u4e86\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/17aitech.com\/#website\",\"url\":\"https:\/\/17aitech.com\/\",\"name\":\"\u4e00\u8d77AI\u6280\u672f\",\"description\":\"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca\",\"alternateName\":\"\u4e00\u8d77AI\u6280\u672f\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/17aitech.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d\",\"name\":\"AI\u5c0f\u52a9\u624b\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/image\/\",\"url\":\"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png\",\"contentUrl\":\"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png\",\"caption\":\"AI\u5c0f\u52a9\u624b\"},\"description\":\"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e\",\"url\":\"https:\/\/17aitech.com\/?page_id=33738&user=3\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u50cf\u751f\u7269\u7f51\u7edc\u4e00\u6837\u300c\u751f\u957f\u300d\uff0c\u5177\u5907\u300c\u7ed3\u6784\u53ef\u5851\u6027\u300d\u7684\u81ea\u7ec4\u7ec7\u795e\u7ecf\u7f51\u7edc\u6765\u4e86 - \u4e00\u8d77AI\u6280\u672f","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/17aitech.com\/?p=34440","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/17aitech.com\/?p=34440","url":"https:\/\/17aitech.com\/?p=34440","name":"\u50cf\u751f\u7269\u7f51\u7edc\u4e00\u6837\u300c\u751f\u957f\u300d\uff0c\u5177\u5907\u300c\u7ed3\u6784\u53ef\u5851\u6027\u300d\u7684\u81ea\u7ec4\u7ec7\u795e\u7ecf\u7f51\u7edc\u6765\u4e86 - \u4e00\u8d77AI\u6280\u672f","isPartOf":{"@id":"https:\/\/17aitech.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/17aitech.com\/?p=34440#primaryimage"},"image":{"@id":"https:\/\/17aitech.com\/?p=34440#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-3c4e41b7a6444954950c6b535b2466c0.png","datePublished":"2024-12-06T08:56:22+00:00","author":{"@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"breadcrumb":{"@id":"https:\/\/17aitech.com\/?p=34440#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/17aitech.com\/?p=34440"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/?p=34440#primaryimage","url":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-3c4e41b7a6444954950c6b535b2466c0.png","contentUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-3c4e41b7a6444954950c6b535b2466c0.png"},{"@type":"BreadcrumbList","@id":"https:\/\/17aitech.com\/?p=34440#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/17aitech.com\/"},{"@type":"ListItem","position":2,"name":"\u50cf\u751f\u7269\u7f51\u7edc\u4e00\u6837\u300c\u751f\u957f\u300d\uff0c\u5177\u5907\u300c\u7ed3\u6784\u53ef\u5851\u6027\u300d\u7684\u81ea\u7ec4\u7ec7\u795e\u7ecf\u7f51\u7edc\u6765\u4e86"}]},{"@type":"WebSite","@id":"https:\/\/17aitech.com\/#website","url":"https:\/\/17aitech.com\/","name":"\u4e00\u8d77AI\u6280\u672f","description":"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca","alternateName":"\u4e00\u8d77AI\u6280\u672f","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/17aitech.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d","name":"AI\u5c0f\u52a9\u624b","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/#\/schema\/person\/image\/","url":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","contentUrl":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","caption":"AI\u5c0f\u52a9\u624b"},"description":"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e","url":"https:\/\/17aitech.com\/?page_id=33738&user=3"}]}},"_links":{"self":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/34440","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=34440"}],"version-history":[{"count":0,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/34440\/revisions"}],"wp:attachment":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=34440"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=34440"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=34440"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}