{"id":35255,"date":"2024-12-21T17:59:56","date_gmt":"2024-12-21T09:59:56","guid":{"rendered":"https:\/\/17aitech.com\/?p=35255"},"modified":"2024-12-21T17:59:56","modified_gmt":"2024-12-21T09:59:56","slug":"yann-lecun%e4%b8%8d%e7%9c%8b%e5%a5%bd%e5%bc%ba%e5%8c%96%e5%ad%a6%e4%b9%a0%ef%bc%9a%e3%80%8c%e6%88%91%e7%a1%ae%e5%ae%9e%e6%9b%b4%e5%96%9c%e6%ac%a2-mpc%e3%80%8d","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35255","title":{"rendered":"Yann LeCun\u4e0d\u770b\u597d\u5f3a\u5316\u5b66\u4e60\uff1a\u300c\u6211\u786e\u5b9e\u66f4\u559c\u6b22 MPC\u300d"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-08-26-15\" target=\"_blank\">Yann LeCun\u4e0d\u770b\u597d\u5f3a\u5316\u5b66\u4e60\uff1a\u300c\u6211\u786e\u5b9e\u66f4\u559c\u6b22 MPC\u300d<\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"19\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\n<p>\u4e94\u5341\u591a\u5e74\u524d\u7684\u7406\u8bba\u8fd8\u503c\u5f97\u518d\u7814\u7a76\u4e00\u4e0b\uff1f \u00a0<\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n<p>\u300c\u76f8\u6bd4\u4e8e<mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark>\uff08RL\uff09\uff0c\u6211\u786e\u5b9e\u66f4\u559c\u6b22\u6a21\u578b\u9884\u6d4b\u63a7\u5236\uff08MPC\uff09\u3002\u81f3\u5c11\u4ece 2016 \u5e74\u8d77\uff0c\u6211\u5c31\u4e00\u76f4\u5728\u5f3a\u8c03\u8fd9\u4e00\u70b9\u3002<mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark>\u5728\u5b66\u4e60\u4efb\u4f55\u65b0\u4efb\u52a1\u65f6\u90fd\u9700\u8981\u8fdb\u884c\u6781\u5176\u5927\u91cf\u7684\u5c1d\u8bd5\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u6a21\u578b\u9884\u6d4b\u63a7\u5236\u662f\u96f6\u6837\u672c\u7684\uff1a\u5982\u679c\u4f60\u6709\u4e00\u4e2a\u826f\u597d\u7684\u4e16\u754c\u6a21\u578b\u548c\u4e00\u4e2a\u826f\u597d\u7684\u4efb\u52a1\u76ee\u6807\uff0c\u6a21\u578b\u9884\u6d4b\u63a7\u5236\u5c31\u53ef\u4ee5\u5728\u4e0d\u9700\u8981\u4efb\u4f55\u7279\u5b9a\u4efb\u52a1\u5b66\u4e60\u7684\u60c5\u51b5\u4e0b\u89e3\u51b3\u65b0\u4efb\u52a1\u3002\u8fd9\u5c31\u662f<mark data-type=\"tech_tasks\" data-id=\"3f5eac69-dad3-43e7-9022-40dcf97a1892\">\u89c4\u5212<\/mark>\u7684\u9b54\u529b\u3002\u8fd9\u5e76\u4e0d\u610f\u5473\u7740<mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark>\u662f\u65e0\u7528\u7684\uff0c\u4f46\u5b83\u7684\u4f7f\u7528\u5e94\u8be5\u662f\u6700\u540e\u7684\u624b\u6bb5\u3002\u300d<\/p>\n<p>\u5728\u6700\u8fd1\u53d1\u5e03\u7684\u4e00\u4e2a\u5e16\u5b50\u4e2d\uff0cMeta \u9996\u5e2d<mark data-type=\"concepts\" data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\">\u4eba\u5de5\u667a\u80fd<\/mark>\u79d1\u5b66\u5bb6 Yann LeCun \u53d1\u8868\u4e86\u8fd9\u6837\u4e00\u756a\u770b\u6cd5\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-949527a06c69384458efd5973ba58e9b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-949527a06c69384458efd5973ba58e9b.png\"><\/a><\/p>\n<p>\u4e00\u76f4\u4ee5\u6765\uff0cYann LeCun \u90fd\u662f<mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark>\u7684\u6279\u8bc4\u8005\u3002\u4ed6\u8ba4\u4e3a\uff0c<mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark>\u8fd9\u79cd\u65b9\u6cd5\u9700\u8981\u5927\u91cf\u7684\u8bd5\u9a8c\uff0c\u975e\u5e38\u4f4e\u6548\u3002\u8fd9\u548c\u4eba\u7c7b\u7684\u5b66\u4e60\u65b9\u5f0f\u5927\u76f8\u5f84\u5ead \u2014\u2014 \u5a74\u513f\u4e0d\u662f\u901a\u8fc7\u89c2\u5bdf\u4e00\u767e\u4e07\u4e2a\u76f8\u540c\u7269\u4f53\u7684\u6837\u672c\u6765\u8bc6\u522b\u7269\u4f53\uff0c\u6216\u8005\u5c1d\u8bd5\u5371\u9669\u7684\u4e1c\u897f\u5e76\u4ece\u4e2d\u5b66\u4e60\uff0c\u800c\u662f\u901a\u8fc7\u89c2\u5bdf\u3001\u9884\u6d4b\u548c\u4e0e\u5b83\u4eec\u4e92\u52a8\uff0c\u5373\u4f7f\u6ca1\u6709\u76d1\u7763\u3002<\/p>\n<p>\u5728\u534a\u5e74\u524d\u7684\u4e00\u6b21\u6f14\u8bb2\u4e2d\uff0c\u4ed6\u751a\u81f3\u4e3b\u5f20\u300c\u653e\u5f03<mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark>\u300d\uff08\u53c2\u89c1<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650871958&amp;idx=2&amp;sn=0464339517424e3a18041f265551f9f9&amp;chksm=84e4dce8b39355fe327807f4e9cbc4ec7d1fac43a6e84894717ee47a9b53363d3f5da87c2ba1&amp;scene=21#wechat_redirect\" target=\"_blank\">\u300aGPT-4 \u7684\u7814\u7a76\u8def\u5f84\u6ca1\u6709\u524d\u9014\uff1fYann LeCun \u7ed9\u81ea\u56de\u5f52\u5224\u4e86\u6b7b\u5211\u300b<\/a>\uff09\u3002\u4f46\u5728\u968f\u540e\u7684\u4e00\u6b21\u91c7\u8bbf\u4e2d\uff0c\u4ed6\u53c8\u89e3\u91ca\u8bf4\uff0c\u4ed6\u7684\u610f\u601d\u5e76\u4e0d\u662f\u5b8c\u5168\u653e\u5f03\uff0c\u800c\u662f\u6700\u5c0f\u5316<mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark>\u7684\u4f7f\u7528\uff0c\u8bad\u7ec3\u7cfb\u7edf\u7684\u6b63\u786e\u65b9\u6cd5\u662f\u9996\u5148\u8ba9\u5b83\u4ece\u4e3b\u8981\u89c2\u5bdf\uff08\u4e5f\u8bb8\u8fd8\u6709\u4e00\u70b9\u4ea4\u4e92\uff09\u4e2d\u5b66\u4e60\u4e16\u754c\u548c\u4e16\u754c\u6a21\u578b\u7684\u826f\u597d\u8868\u793a\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-b2a16666746f35013c4a59f69a8872a2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-b2a16666746f35013c4a59f69a8872a2.png\"><\/a><\/p>\n<p>\u540c\u65f6\uff0cLeCun \u4e5f\u6307\u51fa\uff0c\u76f8\u6bd4\u4e8e<mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark>\uff0c\u4ed6\u66f4\u503e\u5411\u4e8e MPC\uff08\u6a21\u578b\u9884\u6d4b\u63a7\u5236\uff09\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-1cade3dfc023fbfcc81fabd7d3e06d50.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-1cade3dfc023fbfcc81fabd7d3e06d50.png\"><\/a><\/p>\n<p>MPC \u662f\u4e00\u79cd\u4f7f\u7528\u6570\u5b66\u6a21\u578b\u5728\u6709\u9650\u65f6\u95f4\u5185\u5b9e\u65f6\u4f18\u5316\u63a7\u5236\u7cfb\u7edf\u7684\u6280\u672f\uff0c\u81ea\u4e8c\u5341\u4e16\u7eaa\u516d\u4e03\u5341\u5e74\u4ee3\u95ee\u4e16\u4ee5\u6765\uff0c\u5df2\u5e7f\u6cdb\u5e94\u7528\u4e8e\u5316\u5b66\u5de5\u7a0b\u3001\u70bc\u6cb9\u3001\u5148\u8fdb\u5236\u9020\u3001\u673a\u5668\u4eba\u548c\u822a\u7a7a\u822a\u5929\u7b49\u5404\u4e2a\u9886\u57df\u3002\u6bd4\u5982\uff0c\u524d\u6bb5\u65f6\u95f4\uff0c\u6ce2\u58eb\u987f\u52a8\u529b\u5c31\u5206\u4eab\u4e86\u4ed6\u4eec\u5229\u7528 MPC \u8fdb\u884c\u673a\u5668\u4eba\u63a7\u5236\u7684\u591a\u5e74\u7ecf\u9a8c\uff08\u53c2\u89c1<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650930762&amp;idx=2&amp;sn=d397116dc1f9c8c6396ab84da396a070&amp;chksm=84e43a34b393b32298ab282d34b37939213e2f492dfd568b8877d81c0d272d84ca865642c848&amp;scene=21#wechat_redirect\" target=\"_blank\">\u300a\u6ce2\u58eb\u987f\u52a8\u529b\u6280\u672f\u63ed\u79d8\uff1a\u540e\u7a7a\u7ffb\u3001\u4fef\u5367\u6491\u4e0e\u7ffb\u8f66\uff0c6 \u5e74\u7ecf\u9a8c\u3001\u6559\u8bad\u603b\u7ed3\u300b<\/a>\uff09\u3002<\/p>\n<p>MPC \u7684\u6700\u65b0\u53d1\u5c55\u4e4b\u4e00\u662f\u4e0e<mark data-type=\"tech_methods\" data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\">\u673a\u5668\u5b66\u4e60<\/mark>\u6280\u672f\u7684\u96c6\u6210\uff0c\u5373 ML-MPC\u3002\u5728\u8fd9\u79cd\u65b9\u6cd5\u4e2d\uff0c<mark data-type=\"tech_methods\" data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\">\u673a\u5668\u5b66\u4e60<\/mark>\u7b97\u6cd5\u7528\u4e8e\u4f30\u8ba1\u7cfb\u7edf\u6a21\u578b\u3001\u8fdb\u884c\u9884\u6d4b\u548c\u4f18\u5316\u63a7\u5236\u52a8\u4f5c\u3002<mark data-type=\"tech_methods\" data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\">\u673a\u5668\u5b66\u4e60<\/mark>\u548c MPC \u7684\u8fd9\u79cd\u7ed3\u5408\u6709\u53ef\u80fd\u5728\u63a7\u5236\u6027\u80fd\u548c\u6548\u7387\u65b9\u9762\u63d0\u4f9b\u663e\u8457\u7684\u6539\u8fdb\u3002<\/p>\n<p>LeCun \u7684\u4e16\u754c\u6a21\u578b\u76f8\u5173\u7814\u7a76\u4e5f\u7528\u5230\u4e86 MPC \u76f8\u5173\u7406\u8bba\u3002<\/p>\n<p>\u6700\u8fd1\uff0cLeCun \u5bf9\u4e8e MPC \u7684\u504f\u7231\u53c8\u5728 AI \u793e\u533a\u5f15\u53d1\u4e86\u4e00\u4e9b\u5173\u6ce8\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-5b727cf3a720be2ee6e5feb5a3b83b5c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-5b727cf3a720be2ee6e5feb5a3b83b5c.png\"><\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-8f678af66dc2671aa447648fb1591ada.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-8f678af66dc2671aa447648fb1591ada.png\"><\/a><\/p>\n<p>\u6709\u4eba\u8bf4\uff0c\u5982\u679c\u6211\u4eec\u7684\u95ee\u9898\u80fd\u591f\u5f88\u597d\u5730\u5efa\u6a21\uff0c\u5e76\u4e14\u5177\u6709\u53ef\u9884\u6d4b\u7684 dynamics\uff0cMPC \u5c31\u4f1a\u5f88\u597d\u5730\u53d1\u6325\u4f5c\u7528\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-61f796527b18e28dde827a61ae091551.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-61f796527b18e28dde827a61ae091551.png\"><\/a><\/p>\n<p>\u6216\u8bb8\u5bf9\u4e8e\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u6765\u8bf4\uff0c<mark data-type=\"tech_tasks\" data-id=\"c8eaa083-424b-453e-9197-b7a71901e12f\">\u4fe1\u53f7\u5904\u7406<\/mark>\u548c\u63a7\u5236\u9886\u57df\u8fd8\u6709\u5f88\u591a\u503c\u5f97\u6316\u6398\u7684\u4e1c\u897f\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-6934bb81c7caa540d4259008c08a4e51.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-6934bb81c7caa540d4259008c08a4e51.png\"><\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-ea4b4e7ddb627d5543dd2fe388a58a7d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-ea4b4e7ddb627d5543dd2fe388a58a7d.png\"><\/a><\/p>\n<p>\u4e0d\u8fc7\uff0c\u4e5f\u6709\u4eba\u6307\u51fa\uff0c\u6c42\u89e3\u7cbe\u786e\u7684 MPC \u6a21\u578b\u662f\u4e2a\u5f88\u96be\u7684\u95ee\u9898\uff0cLeCun \u89c2\u70b9\u4e2d\u7684\u524d\u63d0 \u2014\u2014\u300c\u5982\u679c\u4f60\u6709\u4e00\u4e2a\u826f\u597d\u7684\u4e16\u754c\u6a21\u578b\u300d\u672c\u8eab\u5c31\u96be\u4ee5\u5b9e\u73b0\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-00775741e0f8a366bd8fa4be5a3f67fa.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-00775741e0f8a366bd8fa4be5a3f67fa.png\"><\/a><\/p>\n<p>\u8fd8\u6709\u4eba\u8bf4\uff0c<mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark>\u548c MPC \u672a\u5fc5\u662f\u4e8c\u9009\u4e00\u7684\u5173\u7cfb\uff0c\u4e8c\u8005\u53ef\u80fd\u6709\u5404\u81ea\u7684\u9002\u7528\u573a\u666f\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-1ccc1b8da95ba1e3b9ec60af8f330d27.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-1ccc1b8da95ba1e3b9ec60af8f330d27.png\"><\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-21411d8bd4b2014b6638c3e1b8db5307.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-21411d8bd4b2014b6638c3e1b8db5307.png\"><\/a><\/p>\n<p>\u4e4b\u524d\u5df2\u7ecf\u6709\u4e00\u4e9b\u7814\u7a76\u5c06\u4e8c\u8005\u7ed3\u5408\u8d77\u6765\u4f7f\u7528\uff0c\u6548\u679c\u5f88\u597d\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-07220b3cf85dbbd47daaeaabcbd37c96.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-07220b3cf85dbbd47daaeaabcbd37c96.png\"><\/a><\/p>\n<p><strong><mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark> vs MPC<\/strong><\/p>\n<p>\u5728\u524d\u9762\u7684\u8ba8\u8bba\u4e2d\uff0c\u6709\u7f51\u53cb\u63a8\u8350\u4e86\u4e00\u7bc7 Medium \u6587\u7ae0\uff0c\u5206\u6790\u5bf9\u6bd4\u4e86<mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark>\u4e0e MPC\u3002<\/p>\n<p>\u63a5\u4e0b\u6765\uff0c\u5c31\u8ba9\u6211\u4eec\u6839\u636e\u8fd9\u7bc7\u6280\u672f\u535a\u5ba2\uff0c\u5177\u4f53\u5206\u6790\u4e0b\u4e24\u8005\u7684\u4f18\u7f3a\u70b9\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-8650b804669fc63b5fb35ef2d6b67d6d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-8650b804669fc63b5fb35ef2d6b67d6d.png\"><\/a><\/p>\n<p><mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark>\uff08RL\uff09\u548c\u6a21\u578b\u9884\u6d4b\u63a7\u5236\uff08MPC\uff09\u662f\u4f18\u5316\u63a7\u5236\u7cfb\u7edf\u7684\u4e24\u79cd\u5f3a\u5927\u6280\u672f\u3002\u4e24\u79cd\u65b9\u6cd5\u90fd\u6709\u5176\u4f18\u70b9\u548c\u7f3a\u70b9\uff0c\u89e3\u51b3\u95ee\u9898\u7684\u6700\u4f73\u65b9\u6cd5\u53d6\u51b3\u4e8e\u7279\u5b9a\u95ee\u9898\u7684\u5177\u4f53\u8981\u6c42\u3002<\/p>\n<p>\u90a3\u4e48\uff0c\u4e24\u79cd\u65b9\u6cd5\u7684\u4f18\u7f3a\u70b9\u5206\u522b\u6709\u54ea\u4e9b\uff0c\u53c8\u9002\u7528\u4e8e\u89e3\u51b3\u54ea\u4e9b\u95ee\u9898\u5462\uff1f<\/p>\n<p><strong><mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark><\/strong><\/p>\n<p><mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark>\u662f\u4e00\u79cd\u901a\u8fc7\u53cd\u590d\u8bd5\u9a8c\u6765\u5b66\u4e60\u7684<mark data-type=\"tech_methods\" data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\">\u673a\u5668\u5b66\u4e60<\/mark>\u65b9\u6cd5\u3002\u5b83\u7279\u522b\u9002\u5408\u89e3\u51b3\u590d\u6742\u52a8\u529b\u5b66\u6216\u672a\u77e5\u7cfb\u7edf\u6a21\u578b\u7684\u95ee\u9898\u3002\u5728<mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark>\u4e2d\uff0c\u667a\u80fd\u4f53\u5b66\u4e60\u5728\u73af\u5883\u4e2d\u91c7\u53d6\u884c\u52a8\u4ee5\u6700\u5927\u5316\u5956\u52b1\u4fe1\u53f7\u3002\u667a\u80fd\u4f53\u4e0e\u73af\u5883\u4ea4\u4e92\uff0c\u89c2\u5bdf\u7ed3\u679c\u72b6\u6001\u5e76\u91c7\u53d6\u884c\u52a8\u3002\u7136\u540e\u6839\u636e\u7ed3\u679c\u7ed9\u4e88\u667a\u80fd\u4f53\u5956\u52b1\u6216\u60e9\u7f5a\u3002\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\uff0c\u667a\u80fd\u4f53\u5c06\u5b66\u4f1a\u91c7\u53d6\u80fd\u591f\u5e26\u6765\u66f4\u79ef\u6781\u5956\u52b1\u7684\u884c\u52a8\u3002<mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark>\u5728\u63a7\u5236\u7cfb\u7edf\u4e2d\u6709\u591a\u79cd\u5e94\u7528\uff0c\u65e8\u5728\u63d0\u4f9b\u52a8\u6001\u81ea\u9002\u5e94\u65b9\u6cd5\u6765\u4f18\u5316\u7cfb\u7edf\u884c\u4e3a\u3002\u4e00\u4e9b\u5e38\u89c1\u7684\u5e94\u7528\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\n<p>\u81ea\u4e3b\u7cfb\u7edf\uff1a<mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark>\u7528\u4e8e\u81ea\u4e3b\u63a7\u5236\u7cfb\u7edf\uff0c\u4f8b\u5982\u81ea\u52a8\u9a7e\u9a76\u3001<mark data-type=\"tech_tasks\" data-id=\"b703c52f-3ee7-468e-9324-ba58be537c80\">\u65e0\u4eba\u673a<\/mark>\u548c\u673a\u5668\u4eba\uff0c\u4ee5\u5b66\u4e60\u5bfc\u822a\u548c\u51b3\u7b56\u7684\u6700\u4f73\u63a7\u5236\u7b56\u7565\u3002<\/p>\n<\/li>\n<li>\n<p><mark data-type=\"tech_tasks\" data-id=\"6c5b1955-9e01-4b6e-b24c-4b6c87d44ed0\">\u673a\u5668\u4eba\u6280\u672f<\/mark>\uff1a<mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark>\u4f7f\u673a\u5668\u4eba\u80fd\u591f\u5b66\u4e60\u5e76\u8c03\u6574\u5176\u63a7\u5236\u7b56\u7565\uff0c\u4ee5\u5b8c\u6210\u590d\u6742\u52a8\u6001\u73af\u5883\u4e2d\u6293\u53d6\u7269\u4f53\u3001\u64cd\u7eb5\u548c\u8fd0\u52a8\u7b49\u4efb\u52a1\u3002<\/p>\n<\/li>\n<li>\n<p>&#8230;&#8230;<\/p>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-a3f8abeb389215e15bf752986eb4463e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-a3f8abeb389215e15bf752986eb4463e.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark>\uff08RL\uff09\u5de5\u4f5c\u6d41\u3002<\/sup><\/em><\/p>\n<ul>\n<li>\n<p>\u667a\u80fd\u4f53\uff1a\u5b66\u4e60\u8005\u548c\u51b3\u7b56\u8005\u3002<\/p>\n<\/li>\n<li>\n<p>\u73af\u5883\uff1a\u667a\u80fd\u4f53\u4e0e\u4e4b\u4ea4\u4e92\u7684\u73af\u5883\u6216\u5b9e\u4f53\u3002\u667a\u80fd\u4f53\u89c2\u5bdf\u5e76\u91c7\u53d6\u884c\u52a8\uff0c\u5f71\u54cd\u73af\u5883\u3002<\/p>\n<\/li>\n<li>\n<p>\u72b6\u6001\uff1a\u5bf9\u4e16\u754c\u72b6\u6001\u7684\u5b8c\u6574\u63cf\u8ff0\u3002\u667a\u80fd\u4f53\u53ef\u4ee5\u5b8c\u5168\u89c2\u5bdf\u6216\u90e8\u5206\u89c2\u5bdf\u72b6\u6001\u3002<\/p>\n<\/li>\n<li>\n<p>\u5956\u52b1\uff1a\u6307\u793a\u667a\u80fd\u4f53\u7ee9\u6548\u7684\u6807\u91cf\u53cd\u9988\u3002\u667a\u80fd\u4f53\u7684\u76ee\u6807\u662f\u6700\u5927\u5316\u957f\u671f\u603b\u5956\u52b1\u3002\u667a\u80fd\u4f53\u4f1a\u57fa\u4e8e\u5956\u52b1\u6539\u53d8\u7b56\u7565\u3002<\/p>\n<\/li>\n<li>\n<p>\u52a8\u4f5c\u7a7a\u95f4\uff1a\u667a\u80fd\u4f53\u53ef\u4ee5\u5728\u7ed9\u5b9a\u73af\u5883\u4e2d\u6267\u884c\u7684\u4e00\u7ec4\u6709\u6548\u52a8\u4f5c\u3002\u6709\u9650\u7684\u52a8\u4f5c\u6784\u6210\u79bb\u6563\u7684\u52a8\u4f5c\u7a7a\u95f4\uff1b\u65e0\u9650\u7684\u52a8\u4f5c\u6784\u6210\u8fde\u7eed\u7684\u52a8\u4f5c\u7a7a\u95f4\u3002<\/p>\n<\/li>\n<\/ul>\n<p><strong>\u6a21\u578b\u9884\u6d4b\u63a7\u5236<\/strong><\/p>\n<p>\u6a21\u578b\u9884\u6d4b\u63a7\u5236\uff08Model Predictive Control\uff0cMPC\uff09\u662f\u4e00\u79cd\u5e7f\u6cdb\u4f7f\u7528\u7684\u63a7\u5236\u7b56\u7565\uff0c\u5df2\u5e94\u7528\u4e8e\u8bb8\u591a\u9886\u57df\uff0c\u5305\u62ec\u8fc7\u7a0b\u63a7\u5236\u3001\u673a\u5668\u4eba\u3001\u81ea\u4e3b\u7cfb\u7edf\u7b49\u7b49\u3002<\/p>\n<p>MPC \u7684\u6838\u5fc3\u5b97\u65e8\u662f\u4f7f\u7528\u7cfb\u7edf\u7684\u6570\u5b66\u6a21\u578b\u6765\u9884\u6d4b\u672a\u6765\u7684\u884c\u4e3a\uff0c\u7136\u540e\u5229\u7528\u8be5\u77e5\u8bc6\u6765\u4ea7\u751f\u63a7\u5236\u64cd\u4f5c\uff0c\u4ee5\u6700\u5927\u5316\u67d0\u4e9b\u6027\u80fd\u76ee\u6807\u3002<\/p>\n<p>\u7ecf\u8fc7\u591a\u5e74\u7684\u4e0d\u65ad\u6539\u8fdb\u548c\u5b8c\u5584\uff0cMPC \u73b0\u5728\u53ef\u4ee5\u5904\u7406\u65e5\u76ca\u590d\u6742\u7684\u7cfb\u7edf\u548c\u56f0\u96be\u7684\u63a7\u5236\u95ee\u9898\u3002\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u5728\u6bcf\u4e2a\u63a7\u5236\u95f4\u9694\uff0cMPC \u7b97\u6cd5\u8ba1\u7b97\u63a7\u5236\u8303\u56f4\u7684\u5f00\u73af\u5e8f\u5217\uff0c\u4ee5\u4f18\u5316\u9884\u6d4b\u8303\u56f4\u5185\u53d7\u63a7\u4f53\uff08plant\uff09\u7684\u884c\u4e3a\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-e7aa6489e297fb08c2efe891ddcf1404.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-e7aa6489e297fb08c2efe891ddcf1404.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u79bb\u6563 MPC \u65b9\u6848\u3002<\/sup><\/em><\/p>\n<p>MPC \u5728\u63a7\u5236\u7cfb\u7edf\u4e2d\u7684\u5e94\u7528\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\n<p>\u8fc7\u7a0b\u5de5\u4e1a<\/p>\n<\/li>\n<li>\n<p>\u7535\u529b\u7cfb\u7edf<\/p>\n<\/li>\n<li>\n<p>\u6c7d\u8f66\u63a7\u5236<\/p>\n<\/li>\n<li>\n<p><mark data-type=\"tech_tasks\" data-id=\"6c5b1955-9e01-4b6e-b24c-4b6c87d44ed0\">\u673a\u5668\u4eba\u6280\u672f<\/mark><\/p>\n<\/li>\n<\/ul>\n<p>\u5176\u4e2d\uff0cMPC \u5728\u673a\u5668\u4eba\u7cfb\u7edf\u4e2d\u7528\u4e8e<mark data-type=\"tech_tasks\" data-id=\"3f5eac69-dad3-43e7-9022-40dcf97a1892\">\u89c4\u5212<\/mark>\u548c\u4f18\u5316\u8fd0\u52a8\u8f68\u8ff9\uff0c\u786e\u4fdd\u673a\u68b0\u81c2\u548c\u673a\u5668\u4eba\u5e73\u53f0\u5728\u5404\u79cd\u5e94\u7528\uff08\u5305\u62ec\u5236\u9020\u548c\u7269\u6d41\uff09\u4e2d\u5e73\u7a33\u9ad8\u6548\u5730\u8fd0\u52a8\u3002<\/p>\n<p>\u4e0b\u8868\u5217\u51fa\u4e86<mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark>\u548c MPC \u5728\u6a21\u578b\u3001\u5b66\u4e60\u65b9\u6cd5\u3001\u901f\u5ea6\u3001\u7a33\u5065\u6027\u3001\u6837\u672c\u6548\u7387\u3001\u9002\u7528\u573a\u666f\u7b49\u65b9\u9762\u7684\u533a\u522b\u3002\u4e00\u822c\u6765\u8bf4\uff0c\u5bf9\u4e8e\u96be\u4ee5\u5efa\u6a21\u6216\u5177\u6709\u590d\u6742\u52a8\u6001\u7684\u95ee\u9898\uff0c<mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark>\u662f\u5408\u9002\u7684\u9009\u62e9\u3002\u5bf9\u4e8e\u5efa\u6a21\u826f\u597d\u4e14\u52a8\u6001\u53ef\u9884\u6d4b\u7684\u95ee\u9898\uff0cMPC \u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u9009\u62e9\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-ed829166b3c928749b309769d25da85e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-ed829166b3c928749b309769d25da85e.png\"><\/a><\/p>\n<p>MPC \u7684\u6700\u65b0\u8fdb\u5c55\u4e4b\u4e00\u662f\u4e0e<mark data-type=\"tech_methods\" data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\">\u673a\u5668\u5b66\u4e60<\/mark>\u6280\u672f\u7684\u96c6\u6210\uff0c\u5373 ML-MPC\u3002ML-MPC \u91c7\u7528\u548c\u4f20\u7edf MPC \u4e0d\u540c\u7684\u65b9\u6cd5\u6765\u8fdb\u884c\u63a7\u5236\uff0c\u4f7f\u7528<mark data-type=\"tech_methods\" data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\">\u673a\u5668\u5b66\u4e60<\/mark>\u7b97\u6cd5\u6765\u4f30\u8ba1\u7cfb\u7edf\u6a21\u578b\u3001\u8fdb\u884c\u9884\u6d4b\u548c\u751f\u6210\u63a7\u5236\u52a8\u4f5c\u3002\u5b83\u80cc\u540e\u7684\u4e3b\u8981\u601d\u60f3\u662f\u4f7f\u7528\u6570\u636e\u9a71\u52a8\u6a21\u578b\u6765\u514b\u670d\u4f20\u7edf MPC \u7684\u5c40\u9650\u6027\u3002<\/p>\n<p>\u57fa\u4e8e<mark data-type=\"tech_methods\" data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\">\u673a\u5668\u5b66\u4e60<\/mark>\u7684 MPC \u53ef\u4ee5\u5b9e\u65f6\u9002\u5e94\u4e0d\u65ad\u53d8\u5316\u7684\u6761\u4ef6\uff0c\u4f7f\u5176\u9002\u7528\u4e8e\u52a8\u6001\u548c\u4e0d\u53ef\u9884\u6d4b\u7684\u7cfb\u7edf\u3002\u4e0e\u57fa\u4e8e\u6a21\u578b\u7684 MPC \u76f8\u6bd4\uff0c\u57fa\u4e8e<mark data-type=\"tech_methods\" data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\">\u673a\u5668\u5b66\u4e60<\/mark>\u7684 MPC \u53ef\u4ee5\u63d0\u4f9b\u66f4\u9ad8\u7684\u51c6\u786e\u6027\uff0c\u5c24\u5176\u662f\u5728\u590d\u6742\u4e14\u96be\u4ee5\u5efa\u6a21\u7684\u7cfb\u7edf\u4e2d\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u57fa\u4e8e<mark data-type=\"tech_methods\" data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\">\u673a\u5668\u5b66\u4e60<\/mark>\u7684 MPC \u53ef\u4ee5\u964d\u4f4e\u6a21\u578b\u7684\u590d\u6742\u6027\uff0c\u4f7f\u5176\u66f4\u6613\u4e8e\u90e8\u7f72\u548c\u7ef4\u62a4\u3002\u4e0d\u8fc7\uff0c\u4e0e\u4f20\u7edf MPC \u76f8\u6bd4\uff0cML-MPC \u4e5f\u6709\u4e00\u4e9b\u5c40\u9650\u6027\uff0c\u6bd4\u5982\u9700\u8981\u5927\u91cf\u6570\u636e\u6765\u8bad\u7ec3\u6a21\u578b\u3001\u53ef\u89e3\u91ca\u6027\u5dee\u7b49\u7b49\u3002<\/p>\n<p>\u770b\u6765\uff0c\u8981\u60f3\u771f\u6b63\u5c06 MPC \u5f15\u5165 AI \u9886\u57df\uff0c\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u4eec\u8fd8\u6709\u5f88\u957f\u7684\u8def\u8981\u8d70\u3002<\/p>\n<p><em><sup>\u53c2\u8003\u94fe\u63a5\uff1ahttps:\/\/medium.com\/@airob\/reinforcement-learning-vs-model-predictive-control-f43f97a0be27<\/sup><\/em><\/p>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-08-26-15\" target=\"_blank\">Yann LeCun\u4e0d\u770b\u597d\u5f3a\u5316\u5b66\u4e60\uff1a\u300c\u6211\u786e\u5b9e\u66f4\u559c\u6b22 MPC\u300d<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:Yann LeCun\u4e0d [&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":[55],"class_list":["post-35255","post","type-post","status-publish","format-standard","hentry","category-news","tag-55"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Yann LeCun\u4e0d\u770b\u597d\u5f3a\u5316\u5b66\u4e60\uff1a\u300c\u6211\u786e\u5b9e\u66f4\u559c\u6b22 MPC\u300d - \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=35255\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35255#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35255\"},\"author\":{\"name\":\"AI\u5c0f\u52a9\u624b\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/#\\\/schema\\\/person\\\/60225458499e817ae0af73e67e440b9d\"},\"headline\":\"Yann LeCun\u4e0d\u770b\u597d\u5f3a\u5316\u5b66\u4e60\uff1a\u300c\u6211\u786e\u5b9e\u66f4\u559c\u6b22 MPC\u300d\",\"datePublished\":\"2024-12-21T09:59:56+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35255\"},\"wordCount\":77,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35255#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/08\\\/frc-949527a06c69384458efd5973ba58e9b.png\",\"keywords\":[\"\u673a\u5668\u5b66\u4e60\"],\"articleSection\":[\"\u884c\u4e1a\u8d44\u8baf\"],\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/17aitech.com\\\/?p=35255#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35255\",\"url\":\"https:\\\/\\\/17aitech.com\\\/?p=35255\",\"name\":\"Yann LeCun\u4e0d\u770b\u597d\u5f3a\u5316\u5b66\u4e60\uff1a\u300c\u6211\u786e\u5b9e\u66f4\u559c\u6b22 MPC\u300d - \u4e00\u8d77AI\u6280\u672f\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35255#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35255#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/08\\\/frc-949527a06c69384458efd5973ba58e9b.png\",\"datePublished\":\"2024-12-21T09:59:56+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/#\\\/schema\\\/person\\\/60225458499e817ae0af73e67e440b9d\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35255#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/17aitech.com\\\/?p=35255\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35255#primaryimage\",\"url\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/08\\\/frc-949527a06c69384458efd5973ba58e9b.png\",\"contentUrl\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/08\\\/frc-949527a06c69384458efd5973ba58e9b.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35255#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\\\/\\\/17aitech.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Yann LeCun\u4e0d\u770b\u597d\u5f3a\u5316\u5b66\u4e60\uff1a\u300c\u6211\u786e\u5b9e\u66f4\u559c\u6b22 MPC\u300d\"}]},{\"@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\":\"\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/robot_3.png\",\"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":"Yann LeCun\u4e0d\u770b\u597d\u5f3a\u5316\u5b66\u4e60\uff1a\u300c\u6211\u786e\u5b9e\u66f4\u559c\u6b22 MPC\u300d - \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=35255","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/17aitech.com\/?p=35255#article","isPartOf":{"@id":"https:\/\/17aitech.com\/?p=35255"},"author":{"name":"AI\u5c0f\u52a9\u624b","@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"headline":"Yann LeCun\u4e0d\u770b\u597d\u5f3a\u5316\u5b66\u4e60\uff1a\u300c\u6211\u786e\u5b9e\u66f4\u559c\u6b22 MPC\u300d","datePublished":"2024-12-21T09:59:56+00:00","mainEntityOfPage":{"@id":"https:\/\/17aitech.com\/?p=35255"},"wordCount":77,"commentCount":0,"image":{"@id":"https:\/\/17aitech.com\/?p=35255#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-949527a06c69384458efd5973ba58e9b.png","keywords":["\u673a\u5668\u5b66\u4e60"],"articleSection":["\u884c\u4e1a\u8d44\u8baf"],"inLanguage":"zh-Hans","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/17aitech.com\/?p=35255#respond"]}]},{"@type":"WebPage","@id":"https:\/\/17aitech.com\/?p=35255","url":"https:\/\/17aitech.com\/?p=35255","name":"Yann LeCun\u4e0d\u770b\u597d\u5f3a\u5316\u5b66\u4e60\uff1a\u300c\u6211\u786e\u5b9e\u66f4\u559c\u6b22 MPC\u300d - \u4e00\u8d77AI\u6280\u672f","isPartOf":{"@id":"https:\/\/17aitech.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/17aitech.com\/?p=35255#primaryimage"},"image":{"@id":"https:\/\/17aitech.com\/?p=35255#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-949527a06c69384458efd5973ba58e9b.png","datePublished":"2024-12-21T09:59:56+00:00","author":{"@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"breadcrumb":{"@id":"https:\/\/17aitech.com\/?p=35255#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/17aitech.com\/?p=35255"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/?p=35255#primaryimage","url":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-949527a06c69384458efd5973ba58e9b.png","contentUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-949527a06c69384458efd5973ba58e9b.png"},{"@type":"BreadcrumbList","@id":"https:\/\/17aitech.com\/?p=35255#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/17aitech.com\/"},{"@type":"ListItem","position":2,"name":"Yann LeCun\u4e0d\u770b\u597d\u5f3a\u5316\u5b66\u4e60\uff1a\u300c\u6211\u786e\u5b9e\u66f4\u559c\u6b22 MPC\u300d"}]},{"@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":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","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\/35255","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=35255"}],"version-history":[{"count":0,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/35255\/revisions"}],"wp:attachment":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=35255"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=35255"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=35255"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}