{"id":33370,"date":"2025-09-28T17:31:30","date_gmt":"2025-09-28T09:31:30","guid":{"rendered":"http:\/\/192.168.10.115\/?p=33370"},"modified":"2025-09-28T17:31:30","modified_gmt":"2025-09-28T09:31:30","slug":"2025-09-28-%e8%87%aa%e5%8a%a8%e9%a9%be%e9%a9%b6%e7%ab%af%e5%88%b0%e7%ab%af%e5%a4%a7%e6%a8%a1%e5%9e%8b%e4%b8%ba%e4%bb%80%e4%b9%88%e4%bc%9a%e6%9c%89%e4%b8%8d%e7%a1%ae%e5%ae%9a%e6%80%a7%ef%bc%9f","status":"publish","type":"post","link":"http:\/\/222.128.65.89:18086\/index.php\/2025\/09\/28\/33370\/","title":{"rendered":"2025-09-28 \u81ea\u52a8\u9a7e\u9a76\u7aef\u5230\u7aef\u5927\u6a21\u578b\u4e3a\u4ec0\u4e48\u4f1a\u6709\u4e0d\u786e\u5b9a\u6027\uff1f"},"content":{"rendered":"\n<p>\u539f\u6587\u94fe\u63a5\uff1a<a 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src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/09\/092801.gif\" alt=\"\" class=\"wp-image-33372\"\/><\/figure>\n\n\n\n<p>\u7aef\u5230\u7aef\u5927\u6a21\u578b\u628a\u4ece\u4f20\u611f\u5668\u8f93\u5165\u5230\u63a7\u5236\u8f93\u51fa\u7684\u4efb\u52a1\u5c3d\u53ef\u80fd\u7528\u4e00\u4e2a\u5927\u7f51\u7edc\u6765\u5b8c\u6210\uff0c\u5176\u4f18\u70b9\u662f\u80fd\u591f\u76f4\u63a5\u5b66\u4e60\u590d\u6742\u6620\u5c04\uff0c\u7701\u53bb\u7e41\u7410\u7684\u4e2d\u95f4\u6a21\u5757\uff0c\u4f46\u4ee3\u4ef7\u662f\u7cfb\u7edf\u7684\u884c\u4e3a\u53d8\u5f97\u66f4\u96be\u4ee5\u5b8c\u5168\u9884\u6d4b\u548c\u9a8c\u8bc1\uff0c\u4e5f\u5c31\u662f\u51fa\u73b0\u4e86\u201c\u4e0d\u786e\u5b9a\u6027\u201d\u3002\u6240\u8c13\u201c\u4e0d\u786e\u5b9a\u6027\u201d\uff0c\u5c31\u662f\u6307\u5728\u9762\u5bf9\u540c\u4e00\u8f93\u5165\u6216\u76f8\u4f3c\u573a\u666f\u65f6\uff0c\u6a21\u578b\u53ef\u80fd\u7ed9\u51fa\u6a21\u7cca\u3001\u6447\u6446\u3001\u6216\u9519\u8bef\u7684\u8f93\u51fa\uff0c\u5e76\u4e14\u6211\u4eec\u5bf9\u8fd9\u79cd\u9519\u8bef\u7684\u53d1\u751f\u6982\u7387\u6216\u6839\u6e90\u96be\u4ee5\u7ed9\u51fa\u91cf\u5316\u7684\u89e3\u91ca\u3002\u81ea\u52a8\u9a7e\u9a76\u7aef\u5230\u7aef\u5927\u6a21\u578b\u4e3a\u4ec0\u4e48\u4f1a\u6709\u4e0d\u786e\u5b9a\u6027\uff1f<br><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/file1.elecfans.com\/\/web3\/M00\/32\/6B\/wKgZO2jYjUeAZVtbAAAQo00DEvw775.jpg\" alt=\"wKgZO2jYjUeAZVtbAAAQo00DEvw775.jpg\"\/><\/figure>\n\n\n\n<p><strong>\u7aef\u5230\u7aef\u5927\u6a21\u578b\u7684\u4e0d\u786e\u5b9a\u6027\u5230\u5e95\u662f\u4ec0\u4e48<\/strong><\/p>\n\n\n\n<p>\u201c\u4e0d\u786e\u5b9a\u6027\u201d\u8fd9\u4e2a\u8bcd\u542c\u8d77\u6765\u62bd\u8c61\uff0c\u4f46\u62c6\u5f00\u6765\u5176\u5b9e\u5f88\u597d\u7406\u89e3\u3002\u5bf9\u4e8e\u7aef\u5230\u7aef\u5927\u6a21\u578b\u6765\u8bf4\uff0c\u5176\u4e00\u90e8\u5206\u4e0d\u786e\u5b9a\u6027\u6765\u81ea\u6570\u636e\u672c\u8eab\uff0c\u6709\u4e9b\u573a\u666f\u5929\u751f\u96be\u4ee5\u5224\u5b9a\uff0c\u4e0b\u5927\u96e8\u65f6\u8fdc\u5904\u7684\u7269\u4f53\u8f6e\u5ed3\u6a21\u7cca\uff0c\u591c\u95f4\u5f3a\u9006\u5149\u4f1a\u628a\u884c\u4eba\u548c\u80cc\u666f\u878d\u6210\u4e00\u7247\uff0c\u8fd9\u7c7b\u60c5\u51b5\u5373\u4fbf\u4eba\u4e5f\u4f1a\u72b9\u8c6b\uff0c\u8fd9\u7c7b\u4e0d\u53ef\u907f\u514d\u7684\u566a\u58f0\u53eb\u505a\u7edf\u8ba1\u566a\u58f0\u6216\u201c\u4e0d\u53ef\u7ea6\u7684\u566a\u58f0\u201d\u3002\u8fd8\u6709\u4e00\u7c7b\u4e0d\u786e\u5b9a\u6027\u6765\u81ea\u6a21\u578b\u77e5\u8bc6\u7684\u4e0d\u8db3\uff0c\u6bd4\u5982\u8bad\u7ec3\u6570\u636e\u6ca1\u8986\u76d6\u5230\u7684\u67d0\u4e9b\u6781\u7aef\u6216\u7f55\u89c1\u573a\u666f\uff0c\u6a21\u578b\u5728\u8fd9\u4e9b\u201c\u4ece\u672a\u89c1\u8fc7\u201d\u7684\u8f93\u5165\u4e0a\u5f80\u5f80\u4f1a\u8868\u73b0\u5f97\u81ea\u4fe1\u5374\u9519\u5f97\u79bb\u8c31\uff0c\u8fd9\u5c31\u662f\u6a21\u578b\u7684\u201c\u8ba4\u77e5\u76f2\u533a\u201d\u3002\u5728\u6280\u672f\u89d2\u5ea6\u4e2d\u5e38\u628a\u8fd9\u4e24\u7c7b\u5206\u522b\u79f0\u4e3a\u201caleatoric uncert<a href=\"https:\/\/www.elecfans.com\/tags\/ai\/\" target=\"_blank\" rel=\"noreferrer noopener\"><u>ai<\/u><\/a>nty\u201d\uff08\u6570\u636e\u672c\u8eab\u7684\u968f\u673a\u6027\uff09\u548c\u201cepistemic uncertainty\u201d\uff08\u6a21\u578b\u77e5\u8bc6\u6709\u9650\u5bfc\u81f4\u7684\u4e0d\u786e\u5b9a\u6027\uff09\u3002\u7aef\u5230\u7aef\u5927\u6a21\u578b\u7684\u201c\u4e0d\u786e\u5b9a\u6027\u201d\u540c\u65f6\u5305\u542b\u8fd9\u4e24\u90e8\u5206\uff0c\u800c\u4e14\u8fd8\u4f1a\u88ab\u6a21\u578b\u67b6\u6784\u3001\u5927\u6837\u672c\u504f\u5dee\u3001\u8bad\u7ec3\u76ee\u6807\u3001\u4f18\u5316\u4e0d\u7a33\u5b9a\u6027\u7b49\u56e0\u7d20\u653e\u5927\u3002<\/p>\n\n\n\n<p>\u7aef\u5230\u7aef\u6a21\u578b\u7684\u8f93\u51fa\u5f80\u5f80\u4e0d\u662f\u201c\u4e00\u4e2a\u660e\u786e\u7684\u52a8\u4f5c\u201d\u90a3\u4e48\u7b80\u5355\uff0c\u800c\u662f\u4e00\u4e2a\u6982\u7387\u5206\u5e03\u6216\u76f4\u63a5\u6620\u5c04\u5230\u63a7\u5236\u91cf\u7684\u8fde\u7eed\u503c\u3002\u5982\u679c\u6a21\u578b\u7684\u6982\u7387\u4f30\u8ba1\u672c\u8eab\u4e0d\u9760\u8c31\uff08\u5373\u6240\u8c13\u201c\u8bef\u6821\u51c6\u201d\uff09\uff0c\u7cfb\u7edf\u53ef\u80fd\u5bf9\u4f4e\u7f6e\u4fe1\u5ea6\u4f46\u5b9e\u9645\u5371\u9669\u7684\u51b3\u7b56\u8868\u73b0\u51fa\u8fc7\u5ea6\u81ea\u4fe1\u3002\u8fd8\u6709\u4e00\u4e2a\u5173\u952e\u70b9\u662f\u65f6\u5e8f\u95ed\u73af\uff0c\u81ea\u52a8\u9a7e\u9a76\u4e0d\u662f\u9759\u6001\u628a\u4e00\u5e27\u56fe\u50cf\u505a\u5206\u7c7b\u7136\u540e\u7ed3\u675f\uff0c\u800c\u662f\u8fde\u7eed\u51b3\u7b56\u3001\u8f66\u8f86\u52a8\u4f5c\u53cd\u9988\u5230\u73af\u5883\u518d\u751f\u6210\u65b0\u7684\u8f93\u5165\uff0c\u9519\u8bef\u4f1a\u7d2f\u79ef\u653e\u5927\uff0c\u5bfc\u81f4\u539f\u672c\u5c0f\u6982\u7387\u7684\u504f\u5dee\u6f14\u53d8\u4e3a\u4e25\u91cd\u540e\u679c\u3002\u56e0\u6b64\uff0c\u7aef\u5230\u7aef\u6a21\u578b\u7684\u4e0d\u786e\u5b9a\u6027\u4e0d\u662f\u5355\u5e27\u95ee\u9898\uff0c\u800c\u662f\u95ed\u73af\u7cfb\u7edf\u7ea7\u7684\u98ce\u9669\u6765\u6e90\u3002<\/p>\n\n\n\n<figure 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alt=\"wKgZPGjYjUeAPxrZAAAR42n7O-I699.jpg\"\/><\/figure>\n\n\n\n<p><strong>\u4e3a\u4ec0\u4e48\u7aef\u5230\u7aef\u67b6\u6784\u66f4\u5bb9\u6613\u66b4\u9732\u6216\u653e\u5927\u4e0d\u786e\u5b9a\u6027<\/strong><\/p>\n\n\n\n<p>\u628a\u611f\u77e5\u3001\u9884\u6d4b\u3001\u89c4\u5212\u3001\u63a7\u5236\u90fd\u538b\u5728\u4e00\u4e2a\u5927\u7f51\u7edc\u4e0a\u770b\u4f3c\u80fd\u8ba9\u6548\u7387\u5f97\u5230\u63d0\u5347\uff0c\u4f46\u4f1a\u5e26\u6765\u8bf8\u591a\u6311\u6218\uff0c\u4ece\u800c\u653e\u5927\u4e0d\u786e\u5b9a\u6027\u3002\u7b2c\u4e00\u4e2a\u662f\u53ef\u89e3\u91ca\u6027\u5dee\u3002\u5728\u6a21\u5757\u5316\u7cfb\u7edf\u91cc\uff0c\u5f53\u8f66\u504f\u79bb\u8f68\u8ff9\uff0c\u4f60\u53ef\u4ee5\u8ffd\u67e5\u662f\u611f\u77e5\u6f0f\u68c0\u3001\u8f68\u8ff9\u9884\u6d4b\u504f\u79fb\uff0c\u8fd8\u662f\u63a7\u5236\u6267\u884c\u5ef6\u8fdf\uff1b\u800c\u7aef\u5230\u7aef\u6a21\u578b\u7684\u5185\u90e8\u8868\u793a\u662f\u9ad8\u7ef4\u4e14\u96be\u4ee5\u76f4\u89c2\u89e3\u91ca\u7684\uff0c\u5f53\u51fa\u95ee\u9898\u65f6<a href=\"https:\/\/bbs.elecfans.com\/zhuti_lecture_1.html\" target=\"_blank\" rel=\"noreferrer noopener\"><u>\u5de5\u7a0b\u5e08<\/u><\/a>\u96be\u4ee5\u5b9a\u4f4d\u6545\u969c\u6839\u6e90\uff0c\u8fdb\u800c\u96be\u4ee5\u6709\u9488\u5bf9\u6027\u5730\u4fee\u590d\u3002\u7b2c\u4e8c\u4e2a\u662f\u9a8c\u8bc1\u96be\u5ea6\u589e\u52a0\u3002\u4f20\u7edf\u6a21\u5757\u5404\u81ea\u6709\u660e\u786e\u5b9a\u4e49\u548c\u6307\u6807\uff08\u6bd4\u5982\u68c0\u6d4b\u7684\u53ec\u56de\u7387\u3001\u9884\u6d4b\u7684\u8f68\u8ff9\u8bef\u5dee\uff09\uff0c\u53ef\u4ee5\u9010\u9879\u9a8c\u8bc1\uff1b\u7aef\u5230\u7aef\u6a21\u578b\u7684\u6574\u4f53\u6027\u80fd\u597d\u574f\u66f4\u591a\u4f9d\u8d56\u201c\u7aef\u5230\u7aef\u573a\u666f\u8986\u76d6\u201d\uff0c\u5355\u9760\u7edf\u8ba1\u6307\u6807\u5f88\u96be\u8bc1\u660e\u5728\u6240\u6709\u957f\u5c3e\u573a\u666f\u4e0b\u5b89\u5168\u3002\u7b2c\u4e09\u4e2a\u662f\u6570\u636e\u9700\u6c42\u6781\u5927\u4e14\u5bf9\u5206\u5e03\u4f9d\u8d56\u5f3a\u3002\u7aef\u5230\u7aef\u6a21\u578b\u9700\u8981\u6d77\u91cf\u3001\u8986\u76d6\u9762\u5e7f\u7684\u6837\u672c\u6765\u5b66\u4e60\u201c\u4ece\u50cf\u7d20\u5230\u64cd\u4f5c\u201d\u7684\u6620\u5c04\uff0c\u8bad\u7ec3\u96c6\u4e0e\u5b9e\u9645\u8fd0\u884c\u73af\u5883\u4e00\u65e6\u53d1\u751f\u504f\u5dee\uff08\u5206\u5e03\u6f02\u79fb\uff09\uff0c\u6a21\u578b\u8868\u73b0\u53ef\u80fd\u9aa4\u964d\u3002\u7b2c\u56db\u4e2a\u662f\u8fc7\u5ea6\u81ea\u4fe1\u7684\u98ce\u9669\uff0c\u6df1\u5ea6\u6a21\u578b\u5728\u6ca1\u6709\u9002\u5f53\u4e0d\u786e\u5b9a\u6027\u4f30\u8ba1\u65f6\uff0c\u5f80\u5f80\u4f1a\u5bf9\u9519\u8bef\u7684\u8f93\u51fa\u7ed9\u51fa\u9ad8\u7f6e\u4fe1\u5ea6\uff0c\u8fd9\u5728\u5b89\u5168\u5173\u952e\u7cfb\u7edf\u4e2d\u975e\u5e38\u5371\u9669\u3002<\/p>\n\n\n\n<figure 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src=\"https:\/\/file1.elecfans.com\/\/web3\/M00\/32\/5E\/wKgZPGjYjUiAH40kAAASG3BOmsQ825.jpg\" alt=\"wKgZPGjYjUiAH40kAAASG3BOmsQ825.jpg\"\/><\/figure>\n\n\n\n<p><strong>\u4e0d\u786e\u5b9a\u6027\u4f1a\u7ed9\u81ea\u52a8\u9a7e\u9a76\u5e26\u6765\u54ea\u4e9b\u5177\u4f53\u5f71\u54cd<\/strong><\/p>\n\n\n\n<p>\u7aef\u5230\u7aef\u5927\u6a21\u578b\u7684\u4e0d\u786e\u5b9a\u6027\u4f1a\u5728\u591a\u4e2a\u5c42\u9762\u5f71\u54cd\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u7684\u5b89\u5168\u6027\u3001\u7528\u6237\u4f53\u9a8c\u548c\u90e8\u7f72\u6210\u672c\u3002\u7aef\u5230\u7aef\u6a21\u578b\u5728\u672a\u89c1\u6216\u6a21\u7cca\u573a\u666f\u4e2d\u53ef\u80fd\u505a\u51fa\u9519\u8bef\u8f6c\u5411\u6216\u52a0\u901f\u51b3\u7b56\uff0c\u800c\u5982\u679c\u7cfb\u7edf\u6ca1\u6709\u53ef\u9760\u7684\u7f6e\u4fe1\u5ea6\u4f30\u8ba1\u548c\u5b89\u5168\u63a5\u7ba1\u7b56\u7565\uff0c\u8fd9\u7c7b\u9519\u8bef\u53ef\u80fd\u76f4\u63a5\u5bfc\u81f4\u78b0\u649e\u6216\u4e8b\u6545\u3002<\/p>\n\n\n\n<p>\u884c\u4e3a\u7684\u4e0d\u53ef\u9884\u6d4b\u6027\u4e5f\u4f1a\u964d\u4f4e\u516c\u4f17\u4e0e\u76d1\u7ba1\u673a\u6784\u7684\u4fe1\u4efb\u3002\u5373\u4fbf\u5e73\u5747\u4e8b\u6545\u7387\u4f4e\uff0c\u82e5\u5076\u53d1\u4e8b\u4ef6\u96be\u4ee5\u89e3\u91ca\uff0c\u76d1\u7ba1\u65b9\u3001\u8f66\u4e3b\u4e43\u81f3\u516c\u4f17\u90fd\u4f1a\u5bf9\u7cfb\u7edf\u5b89\u5168\u6027\u63d0\u51fa\u8d28\u7591\uff0c\u4ece\u800c\u5f71\u54cd\u4e0a\u8def\u8bb8\u53ef\u548c\u5546\u4e1a\u5316\u63a8\u8fdb\u3002\u8fd8\u6709\u5c31\u662f\u8fd0\u8425\u548c\u7ef4\u62a4\u6210\u672c\u589e\u52a0\u3002\u4e0d\u786e\u5b9a\u6027\u610f\u5473\u7740\u9700\u8981\u5927\u91cf\u7684\u5b9e\u5730\u6570\u636e\u91c7\u96c6\u3001\u56de\u653e\u5206\u6790\u3001\u8865\u6570\u636e\u6807\u6ce8\uff0c\u4ee5\u53ca\u66f4\u9891\u7e41\u7684\u8f6f\u4ef6\u66f4\u65b0\u548c\u56de\u5f52\u6d4b\u8bd5\uff0c\u8fd9\u4e9b\u90fd\u4f1a\u663e\u8457\u589e\u52a0\u957f\u671f\u6295\u5165\u3002<\/p>\n\n\n\n<p>\u5bf9\u4e8e\u7528\u6237\u4f53\u9a8c\u6765\u8bf4\uff0c\u4e0d\u786e\u5b9a\u6027\u901a\u5e38\u8868\u73b0\u4e3a\u8f66\u8f86\u884c\u4e3a\u4e0d\u591f\u8fde\u8d2f\u6216\u8005\u8fc7\u5206\u4fdd\u5b88\u3002\u4e3a\u4e86\u907f\u514d\u4e8b\u6545\uff0c\u7cfb\u7edf\u53ef\u80fd\u5728\u4e0d\u786e\u5b9a\u65f6\u503e\u5411\u5239\u8f66\u6216\u964d\u901f\uff0c\u8fd9\u4f1a\u8ba9\u4e58\u5ba2\u611f\u89c9\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u5f00\u8d77\u6765\u201c\u4f18\u67d4\u5be1\u65ad\u201d\u3001\u5f71\u54cd\u8212\u9002\u6027\u548c\u901a\u884c\u6548\u7387\u3002\u6216\u8005\u5728\u53e6\u4e00\u4e9b\u4e0d\u786e\u5b9a\u60c5\u51b5\u4e0b\u7cfb\u7edf\u53c8\u8fc7\u4e8e\u81ea\u4fe1\u3001\u4e0d\u505a\u5fc5\u8981\u7684\u51cf\u901f\u6216\u907f\u8ba9\uff0c\u8fd9\u79cd\u201c\u81ea\u4fe1\u5374\u9519\u8bef\u201d\u7684\u884c\u4e3a\u53cd\u800c\u66f4\u5371\u9669\u3002\u5bf9\u5546\u4e1a\u5316\u4ea7\u54c1\u6765\u8bf4\uff0c\u65e2\u4e0d\u80fd\u592a\u4fdd\u5b88\u4ee5\u81f3\u5f71\u54cd\u4f7f\u7528\u4f53\u9a8c\uff0c\u4e5f\u4e0d\u80fd\u9c81\u83bd\uff0c\u8fd9\u4e2d\u95f4\u7684\u5e73\u8861\u9700\u8981\u5bf9\u4e0d\u786e\u5b9a\u6027\u6709\u7cbe\u7ec6\u7684\u91cf\u5316\u548c\u5de5\u7a0b\u63a7\u5236\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/file1.elecfans.com\/\/web3\/M00\/32\/6B\/wKgZO2jYjUmALLwsAAASAJELks8275.jpg\" alt=\"wKgZO2jYjUmALLwsAAASAJELks8275.jpg\"\/><\/figure>\n\n\n\n<p><strong>\u6709\u54ea\u4e9b\u65b9\u6cd5\u53ef\u4ee5\u6d4b\u91cf\u548c\u4f30\u8ba1\u4e0d\u786e\u5b9a\u6027\uff1f<\/strong><\/p>\n\n\n\n<p>\u65e2\u7136\u7aef\u5230\u7aef\u5927\u6a21\u578b\u7684\u4e0d\u786e\u5b9a\u6027\u4e00\u5b9a\u4f1a\u5b58\u5728\uff0c\u90a3\u662f\u5426\u6709\u91cf\u5316\u548c\u76d1\u6d4b\u4e0d\u786e\u5b9a\u6027\u7684\u65b9\u6cd5\uff1f\u5176\u5b9e\u6709\u591a\u4e2a\u65b9\u6cd5\u53ef\u4ee5\u6d4b\u91cf\u3002\u5176\u4e00\u662f\u57fa\u4e8e\u6a21\u578b\u7684\u6982\u7387\u8f93\u51fa\u505a\u6821\u51c6\u68c0\u6d4b\uff0c\u4f8b\u5982\u901a\u8fc7\u671f\u671b\u6821\u51c6\u8bef\u5dee\uff08ECE\uff09\u6765\u5224\u65ad\u6a21\u578b\u7ed9\u51fa\u7684\u7f6e\u4fe1\u5ea6\u4e0e\u5b9e\u9645\u6b63\u786e\u7387\u662f\u5426\u5339\u914d\u3002\u5982\u679c\u4e0d\u5339\u914d\uff0c\u5c31\u8bf4\u660e\u8f93\u51fa\u6982\u7387\u4e0d\u53ef\u4fe1\u3002\u5176\u4e8c\u662f\u4f7f\u7528\u96c6\u6210\u6216\u8d1d\u53f6\u65af\u65b9\u6cd5\u4f30\u8ba1epistemic uncertainty\u3002\u8f83\u4e3a\u7b80\u5355\u65b9\u5f0f\u662f\u6a21\u578b\u96c6\u6210\uff0c\u901a\u8fc7\u8bad\u7ec3\u591a\u4e2a\u6a21\u578b\u6216\u4f7f\u7528\u4e0d\u540c\u968f\u673a\u79cd\u5b50\u548c\u6570\u636e\u5b50\u96c6\uff0c\u89c2\u5bdf\u8f93\u51fa\u5206\u6b67\uff0c\u5206\u6b67\u8d8a\u5927\u8bf4\u660e\u6a21\u578b\u77e5\u8bc6\u8d8a\u4e0d\u786e\u5b9a\u3002\u66f4\u6b63\u5f0f\u7684\u505a\u6cd5\u6709\u8d1d\u53f6\u65af<a href=\"https:\/\/www.elecfans.com\/tags\/\u795e\u7ecf\u7f51\u7edc\/\" target=\"_blank\" rel=\"noreferrer noopener\"><u>\u795e\u7ecf\u7f51\u7edc<\/u><\/a>\u3001\u8d1d\u53f6\u65af\u8fd1\u4f3c\uff08\u4f8b\u5982MC Dropout\uff09\u7b49\uff0c\u5b83\u4eec\u80fd\u7ed9\u51fa\u540e\u9a8c\u4e0d\u786e\u5b9a\u6027\u4f30\u8ba1\u3002\u5176\u4e09\u662f\u5f00\u53d1\u4e13\u95e8\u7684\u5f02\u5e38\u68c0\u6d4b\u6216\u8131\u57df\u68c0\u6d4b\u6a21\u5757\u6765\u8bc6\u522b\u4e0e\u8bad\u7ec3\u5206\u5e03\u5dee\u5f02\u8f83\u5927\u7684\u8f93\u5165\u3002\u8fd9\u7c7b\u65b9\u6cd5\u53ef\u4ee5\u5728\u5728\u7ebf\u8fd0\u884c\u65f6\u63d0\u4f9b\u201c\u6211\u4e0d\u8ba4\u8bc6\u8fd9\u4e2a\u573a\u666f\u201d\u7684\u8b66\u544a\u3002\u5176\u56db\u662f\u76f4\u63a5\u8bad\u7ec3\u6a21\u578b\u8f93\u51fa\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u5982\u6df1\u5ea6\u8bc1\u636e\u5b66\u4e60\u6216\u5b66\u4e60\u8f93\u51fa\u5206\u5e03\u53c2\u6570\uff08\u4f8b\u5982\u56de\u5f52\u65f6\u540c\u65f6\u9884\u6d4b\u5747\u503c\u548c\u65b9\u5dee\uff09\uff0c\u4ece\u800c\u628a\u4e0d\u786e\u5b9a\u6027\u5185\u5d4c\u5728\u6a21\u578b\u8f93\u51fa\u4e2d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/file1.elecfans.com\/\/web3\/M00\/32\/5E\/wKgZPGjYjUmAd3KEAAA3X1QlOwA698.jpg\" alt=\"wKgZPGjYjUmAd3KEAAA3X1QlOwA698.jpg\"\/><\/figure>\n\n\n\n<p>\u4e0d\u8fc7\u8981\u6ce8\u610f\u7684\u662f\uff0c\u6d4b\u4e0d\u7b49\u4e8e\u53ef\u7528\u3002\u5f88\u591a\u4e0d\u786e\u5b9a\u6027\u4f30\u8ba1\u5728\u5b66\u672f\u6570\u636e\u96c6\u4e0a\u8868\u73b0\u826f\u597d\uff0c\u4f46\u5728\u771f\u5b9e\u8f66\u8f86\u7684\u52a8\u6001\u95ed\u73af\u4e0b\u4f1a\u51fa\u73b0\u5931\u51c6\u3002\u56e0\u6b64\u9664\u4e86\u91c7\u7528\u8fd9\u4e9b\u4f30\u8ba1\u624b\u6bb5\uff0c\u8fd8\u9700\u8981\u6709\u7cfb\u7edf\u7ea7\u8bc4\u4f30\uff0c\u9a8c\u8bc1\u8fd9\u4e9b\u4f30\u8ba1\u5728\u5b9e\u9645\u8fd0\u884c\u4e2d\u7684\u53ef\u9760\u6027\u548c\u5bf9\u5b89\u5168\u51b3\u7b56\u7684\u5e2e\u52a9\u7a0b\u5ea6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/file1.elecfans.com\/\/web3\/M00\/32\/6B\/wKgZO2jYjUqAcPKPAAARwcz1hbg898.jpg\" alt=\"wKgZO2jYjUqAcPKPAAARwcz1hbg898.jpg\"\/><\/figure>\n\n\n\n<p><strong>\u51b3\u7b56\u4e0e\u63a7\u5236\u5982\u4f55\u5904\u7406\u4e0d\u786e\u5b9a\u6027\u4fe1\u606f\uff1f<\/strong><\/p>\n\n\n\n<p>\u5373\u4fbf\u80fd\u4f30\u8ba1\u4e0d\u786e\u5b9a\u6027\uff0c\u5bf9\u4e8e\u81ea\u52a8\u9a7e\u9a76\u6765\u8bf4\u7684\u6838\u5fc3\u95ee\u9898\u4ecd\u7136\u662f\u628a\u8fd9\u4e2a\u4fe1\u606f\u5408\u7406\u5730\u4f20\u9012\u7ed9\u51b3\u7b56\u4e0e\u63a7\u5236\u3002\u7b80\u5355\u76f4\u63a5\u7684\u529e\u6cd5\u662f\u8ba9\u89c4\u5212\u5668\u628a\u4e0d\u786e\u5b9a\u6027\u89c6\u4e3a\u989d\u5916\u7684\u201c\u6210\u672c\u201d\u6216\u98ce\u9669\u9879\uff0c\u5f53\u611f\u77e5\u6216\u9884\u6d4b\u7f6e\u4fe1\u5ea6\u4e0b\u964d\u65f6\uff0c\u89c4\u5212\u5668\u5c31\u6267\u884c\u66f4\u4fdd\u5b88\u7684\u8f68\u8ff9\u3001\u51cf\u901f\u6216\u62c9\u5f00\u6a2a\u5411\u95f4\u8ddd\u3002\u8fd9\u79cd\u505a\u6cd5\u80fd\u5728\u5f88\u591a\u60c5\u51b5\u4e0b\u51cf\u5c11\u4e8b\u6545\u53d1\u751f\u6982\u7387\uff0c\u4f46\u4e5f\u53ef\u80fd\u5e26\u6765\u6548\u7387\u4e0b\u964d\u3002\u5728\u66f4\u7cfb\u7edf\u5316\u7684\u6846\u67b6\u91cc\uff0c\u53ef\u4ee5\u628a\u9a7e\u9a76\u770b\u4f5c\u90e8\u5206\u53ef\u89c2\u6d4b\u9a6c\u5c14\u53ef\u592b\u51b3\u7b56\u8fc7\u7a0b\uff08POMDP\uff09\uff0c\u7528\u8d1d\u53f6\u65af\u6ee4\u6ce2\u5668\u7ef4\u62a4\u4e00\u4e2a\u201c\u4fe1\u5ff5\u72b6\u6001\u201d\uff0c\u5e76\u5728\u89c4\u5212\u65f6\u540c\u65f6\u8003\u8651\u72b6\u6001\u7684\u4e0d\u786e\u5b9a\u6027\u548c\u76ee\u6807\u7684\u6536\u76ca\/\u98ce\u9669\u6743\u8861\u3002\u867d\u7136\u7406\u8bba\u4e0a\u5b8c\u6574\u7684POMDP\u6c42\u89e3\u80fd\u517c\u987e\u4e0d\u786e\u5b9a\u6027\u548c\u51b3\u7b56\uff0c\u4f46\u5728\u73b0\u5b9e\u8f66\u8f86\u4e0a\u8ba1\u7b97\u91cf\u5927\u4e14\u5b9e\u73b0\u590d\u6742\uff0c\u56e0\u6b64\u5e38\u7528\u8fd1\u4f3c\u65b9\u6cd5\u6216\u4f7f\u7528\u6a21\u578b\u9884\u6d4b\u63a7\u5236\uff08MPC\uff09\u7ed3\u5408\u4e0d\u786e\u5b9a\u6027\u8fb9\u754c\u6765\u505a\u98ce\u9669\u63a7\u5236\u3002<\/p>\n\n\n\n<p>\u5f53\u7136\uff0c\u4e0d\u7ba1\u51b3\u7b56\u591a\u590d\u6742\uff0c\u90fd\u5e94\u5f53\u5185\u7f6e\u4e00\u5957\u4f8b\u5982\u9650\u5236\u6700\u5927\u6a2a\u6446\u89d2\u901f\u5ea6\u3001\u7d27\u6025\u505c\u8f66\u7684\u6700\u5c0f\u5b89\u5168\u8ddd\u79bb\u7b49\u786c\u6027\u5b89\u5168\u7ea6\u675f\u3002\u5373\u4fbf\u4e3b\u6a21\u578b\u51fa\u73b0\u9519\u8bef\uff0c\u8fd9\u4e9b\u786c\u6027\u89c4\u5219\u53ef\u4ee5\u5728\u6781\u7aef\u60c5\u51b5\u4e0b\u63a5\u7ba1\uff0c\u5f62\u6210\u6240\u8c13\u7684\u8fd0\u884c\u65f6\u4fdd\u969c\uff08run<a href=\"https:\/\/bbs.elecfans.com\/group_715\" target=\"_blank\" rel=\"noreferrer noopener\"><u>ti<\/u><\/a>me assurance\uff09\u3002\u5728\u6df7\u5408\u67b6\u6784\u4e2d\u5e38\u89c1\u7684\u505a\u6cd5\u662f\u628a\u7aef\u5230\u7aef\u6a21\u578b\u4f5c\u4e3a\u5efa\u8bae\u5668\uff0c\u800c\u8ba9\u4f20\u7edf\u63a7\u5236\u6216\u89c4\u5219\u6a21\u5757\u4f5c\u4e3a\u6700\u7ec8\u7684\u5b89\u5168\u8fc7\u6ee4\u5668\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/file1.elecfans.com\/\/web3\/M00\/32\/5E\/wKgZPGjYjUqABu3KAAATCLDSk7w387.jpg\" 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