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Venture Scanner \u7edf\u8ba1\uff0c\u5728\u622a\u81f3 2016 \u5e74\u4e0a\u534a\u5e74\u8fd9\u4e2a\u65f6\u6bb5\uff0c\u5168\u7403\u5927\u6982\u6709 1000 \u5bb6\u4eba\u5de5\u667a\u80fd\u516c\u53f8\uff0c\u5176\u4e2d\u548c\u673a\u5668\u5b66\u4e60\u76f8\u5173\u7684\u516c\u53f8\u5927\u7ea6\u5360\u5230 40%\uff0c\u6309\u7167 IDC \u7684\u9884\u6d4b\uff0c\u5230 2020 \u5e74\uff0c\u673a\u5668\u5b66\u4e60\u5e94\u7528\u9886\u57df\u7684\u5e02\u573a\u6709\u5e0c\u671b\u8fbe\u5230 400 \u4ebf\u7f8e\u5143\u3002\u6709\u4e9b\u4eba\u5de5\u667a\u80fd\u4f01\u4e1a\u5904\u4e8e\u521d\u521b\u9636\u6bb5\uff0c\u7136\u800c\uff0c\u50cf\u8c37\u6b4c\u3001IBM\u3001Facebook 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AlphaGo 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\u4eba\u5de5\u667a\u80fd\u7684\u7480\u74a8\u660e\u73e0<\/p>\n<p>2.1 \u673a\u5668\u5b66\u4e60\u662f\u4eba\u5de5\u667a\u80fd\u7684\u65b9\u6cd5\uff0c\u6df1\u5ea6\u5b66\u4e60\u662f\u673a\u5668\u5b66\u4e60\u7684\u5206\u652f<\/p>\n<p>\u4f9d\u901a\u4fd7\u60c5\u51b5\u6765\u8bb2\uff0c\u4eba\u5de5\u667a\u80fd\u4e5f\u5c31\u662fArtificial Intelligence\uff0c\u5176\u76ee\u6807\u4e3a\u8ba9\u673a\u5668\u62e5\u6709\u90e8\u5206\uff0c\u751a\u81f3\u5168\u90e8\u4eba\u7c7b\u667a\u80fd\u3002\u5b83\u8eab\u4e3a\u8ba1\u7b97\u673a\u79d1\u5b66\u7684\u4e00\u4e2a\u5206\u652f\uff0c\u662f\u5bf9\u8fd0\u7528\u8ba1\u7b97\u673a\u628a\u4eba\u7684\u67d0\u4e9b\u601d\u7ef4\u8fc7\u7a0b\u4e88\u4ee5\u6a21\u62df\uff0c\u6db5\u76d6\u667a\u80fd\u884c\u4e3a\u50cf\u662f\u5b66\u4e60\u3001\u63a8\u7406\u3001\u601d\u8003\u3001\u89c4\u5212\u7b49\u65b9\u9762\u7684\u5b66\u79d1\u63a2\u7a76\u3002\u6765\u81ea\u7f8e\u56fd\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7684\u6e29\u65af\u987f\u6559\u6388\u6301\u6709\u8fd9\u6837\u7684\u89c2\u70b9\uff1a\u4eba\u5de5\u667a\u80fd\u5c31\u662f\u9488\u5bf9\u8bbe\u6cd5\u8ba9\u8ba1\u7b97\u673a\u5904\u7f6e\u5f80\u6614\u552f\u6709\u4eba\u624d\u80fd\u591f\u5f00\u5c55\u7684\u667a\u80fd\u5de5\u4f5c\u7684\u7814\u7a76\u3002\u673a\u5668\u4eba\u3001\u8bed\u8a00\u8bc6\u522b\u3001\u56fe\u50cf\u8bc6\u522b\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4ee5\u53ca\u4e13\u5bb6\u7cfb\u7edf\u7b49\uff0c\u662f\u4eba\u5de5\u667a\u80fd\u7684\u4e3b\u8981\u7814\u7a76\u9886\u57df\u3002\u673a\u5668\u5b66\u4e60\u662f\u4eba\u5de5\u667a\u80fd\u8303\u7574\u91cc\u5177\u6709\u91cd\u8981\u6027\u7684\u4e00\u79cd\u5b9e\u73b0\u4eba\u5de5\u667a\u80fd\u7528\u5230\u7684\u65b9\u6cd5\u3002\u4eba\u5de5\u667a\u80fd\u6309\u7167\u5176\u667a\u80fd\u7a0b\u5ea6\u80fd\u591f\u88ab\u5212\u5206\u6210\u54cd\u5e94\u5f0f\u673a\u5668\u3001\u6709\u9650\u8bb0\u5fc6\u673a\u5668\u3001\u5fc3\u667a\u7406\u8bba\u673a\u5668\u4ee5\u53ca\u81ea\u6211\u610f\u8bc6\u673a\u5668\u8fd9\u56db\u7c7b\u3002<\/p>\n<p>\u524d\u6587\u6240\u8bb2\u7684 AlphaGo \u80fd\u591f\u88ab\u5f52\u4e3a\u6709\u9650\u8bb0\u5fc6\u673a\u5668\uff0c\u4e5f\u5c31\u662f\u90a3\u79cd\u673a\u5668\u80fd\u591f\u4f9d\u636e\u5f80\u6614\u6709\u94b1\u8fd9\u6837\u7684\u7ecf\u9a8c\u53bb\u786e\u5b9a\u672a\u6765\u7684\u884c\u52a8\u6b65\u9aa4\u3002\u4e3a\u4e86\u8fbe\u6210\u673a\u5668\u667a\u80fd\u7684\u63d0\u9ad8\uff0c\u201c\u673a\u5668\u5b66\u4e60\u201d\u662f\u4e0d\u80fd\u7f3a\u5c11\u7684\u529e\u6cd5\u3002\u6309\u7167\u82f1\u7279\u5c14\u673a\u5668\u5b66\u4e60\u4e3b\u7ba1\u5c3c\u8fea\u00b7\u67e5\u666e\u5c14( Nidhi Chappel) \u7684\u770b\u6cd5\uff0c\u4eba\u5de5\u667a\u80fd\u7684\u5173\u952e\u5728\u4e8e\u600e\u6837\u7ed9\u673a\u5668\u8d4b\u4e88\u667a\u80fd\u3002\u800c\u673a\u5668\u5b66\u4e60\u5b83\u662f\u90e8\u7f72\u7528\u6765\u652f\u6301\u4eba\u5de5\u667a\u80fd\u7684\u8ba1\u7b97\u65b9\u5f0f\u3002\u7b80\u5355\u6765\u8bb2\uff0c\u673a\u5668\u5b66\u4e60\u662f\u4f7f\u673a\u5668\u8fbe\u6210\u667a\u80fd\u7684\u65b9\u6cd5\uff0c\u662f\u673a\u5668\u5b66\u4e60\u9020\u5c31\u4e86\u4eba\u5de5\u667a\u80fd\u3002\u673a\u5668\u5b66\u4e60\uff0c\u662f\u8fd1\u671f\u4eba\u5de5\u667a\u80fd\u91cc\u5934\uff0c\u53d1\u5c55\u901f\u5ea6\u6700\u5feb\u7684\u4e00\u4e2a\u90e8\u5206\uff0c\u6240\u4ee5\u5462\uff0c\u5168\u7403\u8303\u56f4\u5185\uff0c\u6570\u91cf\u4f17\u591a\u7684\u4f01\u4e1a \uff0c\u90fd\u5728\u5168\u529b\u4ee5\u8d74\u53bb\u5f00\u53d1\u8fd9\u9879\u6280\u672f\u3002<\/p>\n<p>\u673a\u5668\u5b66\u4e60\u7684\u4e3b\u8981\u5206\u652f\u4e4b\u4e00\u6df1\u5ea6\u5b66\u4e60\uff0c\u6307\u7684\u662f\u673a\u5668\u501f\u52a9\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\uff0c\u53bb\u6a21\u62df\u4eba\u8111\u5c55\u5f00\u5b66\u4e60\u3001\u5224\u65ad\u4ee5\u53ca\u51b3\u7b56\uff0c\u4e3a\u5b9e\u73b0\u673a\u5668\u5b66\u4e60\u76ee\u6807\uff0c\u5148\u540e\u6709\u6d45\u5c42\u5b66\u4e60\u548c\u6df1\u5ea6\u5b66\u4e60\u7684\u65b9\u6cd5\u88ab\u63d0\u51fa\uff0c\u6df1\u5ea6\u5b66\u4e60\u6982\u5ff5\u6e90\u81ea\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u7814\u7a76\uff0c\u5176\u57fa\u4e8e\u795e\u7ecf\u7f51\u7edc\u6846\u67b6\uff0c\u501f\u7531\u6a21\u62df\u4eba\u8111\u5b66\u4e60\u7684\u65b9\u5f0f\u53bb\u5904\u7406\u6570\u636e\uff0c\u5e76\u501f\u7531\u795e\u7ecf\u7f51\u7edc\u7684\u5206\u5c42\u5904\u7406\uff0c\u4f7f\u5e95\u5c42\u7279\u5f81\u7ec4\u5408\u751f\u6210\u66f4\u62bd\u8c61\u7684\u9ad8\u5c42\u8868\u793a\u5c5e\u6027\u7c7b\u522b\u4e0e\u7279\u5f81\uff0c\u4ece\u800c\u53d1\u73b0\u6570\u636e\u7684\u5206\u5e03\u5f0f\u7279\u5f81\u8868\u793a\u3002<\/p>\n<p>\u91c7\u7528\u6a21\u4eff\u4eba\u7c7b\u5927\u8111\u795e\u7ecf\u6a21\u5f0f\u7684 AlphaGo \u6280\u672f\u67b6\u6784\uff0c\u501f\u52a9\u6df1\u5ea6\u5b66\u4e60\u663e\u8457\u589e\u52a0\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u5c42\u7ea7\u4ece\u800c\u63d0\u5347\u8ba1\u7b97\u80fd\u529b \u901a\u8fc7\u963f\u5c14\u6cd5\u56f4\u68cb\u7684\u80dc\u5229 \u4fc3\u4f7f\u5982\u4eca\u9ad8\u901f\u53d1\u5c55\u7684\u6df1\u5ea6\u5b66\u4e60\u6108\u53d1\u6210\u4e3a\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7126\u70b9 \u603b\u4f53\u800c\u8a00 \u4eba\u5de5\u667a\u80fd \u673a\u5668\u5b66\u4e60\u4ee5\u53ca\u6df1\u5ea6\u5b66\u4e60\u5448\u73b0\u5c42\u5c42\u7ec6\u5206\u5173\u7cfb \u800c\u8a00\u540e\u8005\u4f5c\u4e3a\u524d\u8005\u5b9e\u73b0\u7684\u4e00\u79cd\u9014\u5f84\u3002<\/p>\n<p>2.2 \u4e03\u5341\u5e74\u53d8\u8fc1\uff1a\u673a\u5668\u5b66\u4e60\u7684\u524d\u4e16\u4eca\u751f<\/p>\n<p>\u5960\u5b9a\u57fa\u7840\uff1a 20 \u4e16\u7eaa 50 \u5e74\u4ee3\u521d\u5230 60 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