{"id":35424,"date":"2024-12-25T01:59:58","date_gmt":"2024-12-24T17:59:58","guid":{"rendered":"https:\/\/17aitech.com\/?p=35424"},"modified":"2024-12-25T01:59:58","modified_gmt":"2024-12-24T17:59:58","slug":"%e4%b8%80%e5%8f%aaai%e5%90%97%e5%96%bd%ef%bc%8c%e5%8d%95%e6%8c%91%e3%80%8a%e9%bb%91%e7%a5%9e%e8%af%9d%e3%80%8b%ef%bc%8c%e6%ad%87%e8%8f%9c1000%e6%ac%a1%ef%bc%8c%e7%bb%88%e4%ba%8e%e5%87%bb%e8%b4%a5","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35424","title":{"rendered":"\u4e00\u53eaAI\u5417\u55bd\uff0c\u5355\u6311\u300a\u9ed1\u795e\u8bdd\u300b\uff0c\u6b47\u83dc1000\u6b21\uff0c\u7ec8\u4e8e\u51fb\u8d25\u9996\u4e2aBoss"},"content":{"rendered":"

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AI \u5e72\u8fd9\u4e2a\u76f8\u5f53\u4e8e\u4e0a\u73ed\u5427\u3002<\/p>\n

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-1-<\/strong><\/p>\n

\u4e00\u4e2a\u795e\u5947\u7684\u8111\u56de\u8def<\/strong><\/p>\n

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-2-<\/strong><\/p>\n

\u7b2c\u4e00\u5173\uff1a\u8dd1\u56fe<\/strong><\/p>\n

\u8ba9 AI \u5417\u55bd\u5b8c\u6210\u5929\u547d\u4e4b\u65c5\uff0c\u9762\u4e34\u7684\u7b2c\u4e00\u4e2a\u6311\u6218\u5c31\u662f\u8dd1\u56fe\u3002<\/p>\n

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-3-
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\u7b2c\u4e8c\u5173\uff1a\u6597\u6218\u795e<\/strong><\/p>\n

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AI \u867d\u7136\u4e0d\u9700\u8981\u4ea4\u4e92\u8bbe\u5907\uff0c\u4f46\u5b66\u4e60\u6e38\u620f\u7684\u8fc7\u7a0b\u4e0e\u4eba\u7c7b\u662f\u4e00\u81f4\u7684\uff0c\u6362\u53e5\u8bdd\u8bf4\uff0c\u5b83\u672c\u5c31\u662f\u6839\u636e\u751f\u7269\u7684\u5b66\u4e60\u673a\u5236\u62bd\u8c61\u6f14\u5316\u6765\u7684\u667a\u80fd\u7b97\u6cd5\u3002<\/p>\n

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\u6709\u4e86\u773c\u775b\uff0c\u63a5\u4e0b\u6765\u5c31\u662f\u4ea4\u4e92\u3002<\/p>\n

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\u8fd9\u5c31\u662f\u4e00\u79cd\u7b80\u5355\u7684\u5b66\u4e60\u673a\u5236\uff0c\u53eb\u505a Reinforcement Learning\uff08\u5f3a\u5316\u5b66\u4e60<\/mark>\uff09\u3002<\/p>\n

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\u6240\u8c13\u6536\u76ca\uff0c\u5176\u5b9e\u5c31\u662f\u73af\u5883\u5bf9\u667a\u80fd\u4f53\u7684\u52a8\u4f5c\u7ed9\u51fa\u7684\u5956\u52b1\u6216\u60e9\u7f5a\u3002<\/p>\n

\u6bd4\u5982\uff0c\u4f7f Boss \u6389\u8840\u6216\u6210\u529f\u95ea\u907f\uff0cAI \u5c31\u4f1a\u83b7\u5f97\u5fae\u5956\u52b1\uff0c\u800c\u81ea\u5df1\u6389\u8840\u5219\u65bd\u52a0\u60e9\u7f5a\u7b49\u3002<\/p>\n

\u6839\u636e\u8fd9\u4e9b\u53cd\u9988\u6765\u66f4\u65b0\u6a21\u578b\uff0cAI \u5c31\u80fd\u5b66\u4f1a\u5982\u4f55\u66f4\u597d\u5730\u51fa\u62db\u3002<\/p>\n

<\/a><\/p>\n

\u5f53\u7136\uff0c\u52a8\u4f5c\u6e38\u620f\u8fdc\u6bd4\u6309\u6309\u94ae\u8981\u590d\u6742\u5f97\u591a\uff0c\u5f53\u524d\u8282\u70b9\u7684\u9009\u62e9\uff0c\u4f1a\u5bf9\u540e\u7eed\u6240\u6709\u72b6\u6001\u4ea7\u751f\u5f71\u54cd\uff0c\u56e0\u6b64\u5177\u5907\u65e0\u7a77\u591a\u7684\u53ef\u80fd\u6027\u3002\u7b97\u6cd5\u8981\u505a\u7684\uff0c\u5c31\u662f\u5728\u4e0d\u66f4\u6539\u6e38\u620f\u7a0b\u5e8f\u7684\u524d\u63d0\u4e0b\uff0c\u627e\u5230\u6700\u6709\u53ef\u80fd\u83b7\u80dc\u7684\u90a3\u6761\u8def\u3002<\/p>\n

\u90a3\u4e48\uff0c\u95ee\u9898\u6765\u4e86\uff0c\u600e\u4e48\u627e\u5462\uff1f<\/p>\n

\u6570\u5b66\u7ed9\u51fa\u4e86\u7b54\u6848\uff0c\u4f18\u5316\u76ee\u6807\u51fd\u6570<\/mark>\u3002<\/p>\n

\u4ee5\u535a\u4e3b\u4f7f\u7528\u7684 DQN \u548c PPO \u6a21\u578b\u4e3a\u4f8b\u3002<\/p>\n

<\/a><\/p>\n

\u6211\u4eec\u4e0d\u9700\u8981\u77e5\u9053\u8fd9\u4e9b\u72b9\u5982\u9b3c\u753b\u7b26\u4e00\u6837\u7684\u516c\u5f0f\u7684\u5177\u4f53\u542b\u4e49\uff0c\u800c\u662f\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u6210\u4e0b\u5c71\uff1a<\/p>\n

\n
\n
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\u8fd9\u5c31\u662f\u5b83\u7684\u5b66\u4e60\u539f\u7406\u3002<\/p>\n

<\/a><\/p>\n

\u4ee5\u4e0a\uff0cAI \u5417\u55bd\u7684\u67b6\u6784\u5c31\u642d\u8f7d\u5b8c\u6bd5\u3002<\/p>\n

\u5b83\u6709 6 \u7ec4\u89e3\u8026\u5408\u7684\u6839\u6a21\u5757\uff0c\u5206\u522b\u662f\u6355\u6349\u753b\u9762\u7684\u300c\u8bc6\u300d\u3001\u9884\u6d4b\u51fa\u62db\u7684\u300c\u7b97\u300d\u3001\u8d1f\u8d23\u4ea4\u4e92\u7684\u300c\u89e6\u300d\u3001\u7528\u4e8e\u8dd1\u56fe\u7684\u300c\u63a2\u300d\u3001\u8bb0\u5f55\u6570\u636e\u7684\u300c\u805a\u300d\u4ee5\u53ca\u6700\u6838\u5fc3\u7684\u300c\u6597\u6218\u300d\u3002<\/p>\n

<\/a><\/p>\n

\u800c\u4ece\u770b\u5230\u654c\u4eba\u518d\u5230\u505a\u51fa\u52a8\u4f5c\uff0c\u4e2d\u95f4\u7ecf\u8fc7\u56fe\u50cf\u8bc6\u522b\u3001\u72b6\u6001\u8ba1\u7b97\u3001\u62db\u5f0f\u51b3\u7b56\u3001\u53c2\u6570<\/mark>\u66f4\u65b0\u548c\u63a8\u7406\u4ea4\u4e92\u7b49\u73af\u8282\uff0c\u6597\u6218\u795e\u7684\u53cd\u5e94\u65f6\u95f4\u53ef\u4ee5\u505a\u5230 0.2 \u79d2\uff0c\u6bd4\u5927\u6a21\u578b\u8981\u5feb\u5f88\u591a\u500d\u3002<\/p>\n

<\/a><\/p>\n

<\/p>\n

-4-<\/strong><\/p>\n

\u7b2c\u4e09\u5173\uff1aAI \u5417\u55bd\u5927\u6218\u9996\u4e2a Boss<\/strong><\/p>\n

\u516d\u6839\u5408\u4e00\uff0c\u63a5\u4e0b\u6765\u5c31\u662f\u5b83\u964d\u5996\u9664\u9b54\u3001\u8e0f\u788e\u51cc\u9704\u7684\u5929\u547d\u4e4b\u65c5\u3002
<\/strong><\/p>\n

\u4f46\u4e0d\u5e78\u7684\u662f\uff0c\u8fd9\u4f4d\u5929\u547d AI \u51fa\u5e08\u672a\u6377\u8eab\u5148\u6b7b\uff0c\u6b92\u547d\u4e8e\u897f\u884c\u8def\u4e0a\u7684\u4e00\u53ea\u5c0f\u5996\u3002\u8fd9\u8bf4\u660e\u5728\u8bad\u7ec3\u521d\u671f\uff0cAI \u5e76\u4e0d\u6bd4\u4e00\u53ea\u7528\u811a\u73a9\u7535\u8111\u7684\u5417\u55bd\u597d\u5230\u54ea\u91cc\u53bb\u3002<\/p>\n

\u4f46\u5b83\u7684\u53ef\u6015\u4e4b\u5904\u5728\u4e8e\u81ea\u4e3b\u5b66\u4e60\u7684\u80fd\u529b\u3002<\/p>\n

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\u6709\u8da3\u7684\u662f\uff0c\u535a\u4e3b\u8bd5\u7740\u8c03\u9ad8\u4e86\u300c\u4fdd\u7559\u8840\u91cf\u300d\u8fd9\u4e2a\u52a8\u4f5c\u7684\u5956\u52b1\uff0cAI \u7adf\u7136\u8fd8\u5b66\u4f1a\u4e86\u5982\u4f55\u9003\u8bfe\u3002<\/p>\n

<\/a><\/p>\n

\u968f\u540e\u7684\u524d\u8fdb\u8def\u4e0a\uff0cAI \u5417\u55bd\u9047\u5230\u4e86\u7b2c\u4e00\u4e2a\u96be\u9898\uff0c\u7cbe\u82f1\u602a\u3002<\/p>\n

\u7cbe\u82f1\u602a\u7684\u5f3a\u5ea6\u660e\u663e\u66f4\u9ad8\uff0c\u4e3a\u4e86\u66f4\u5feb\u83b7\u80dc\uff0c\u535a\u4e3b\u5728\u8f7b\u68cd\u4e4b\u4e0a\u52a0\u5165\u4e86\u591a\u9879\u95ea\u907f\u548c\u91cd\u51fb\u7b49\u65b0\u6280\u80fd\uff0c\u4f46\u8fd9\u65f6\u51fa\u73b0\u4e86\u65b0\u95ee\u9898\u3002<\/p>\n

\u52a8\u4f5c\u53d8\u591a\u540e\uff0c\u6a21\u578b\u6536\u655b<\/mark>\u53cd\u800c\u53d8\u5dee\u4e86\u3002<\/p>\n

\u4e8e\u662f\uff0c\u535a\u4e3b\u5c1d\u8bd5\u4e86 dropout\uff0c\u4e00\u79cd\u51cf\u5c11\u7f51\u7edc\u590d\u6742\u6027\u7ed9\u6a21\u578b\u51cf\u8d1f\u7684\u65b9\u6cd5\u3002<\/p>\n

<\/a><\/p>\n

\u4e4b\u540e\uff0cAI \u987a\u5229\u51fb\u6740\u4e86\u9e26\u9999\u5ba2\u3002<\/p>\n

\u968f\u7740\u5267\u60c5\u63a8\u8fdb\uff0c\u5b83\u9047\u5230\u4e86\u897f\u884c\u8def\u4e0a\u7684\u7b2c\u4e00\u96be\uff0c\u8d27\u771f\u4ef7\u5b9e\u7684\u5173\u5361 Boss\u2014\u2014 \u5e7f\u667a\u3002<\/p>\n

\u6beb\u65e0\u7591\u95ee\uff0c\u4e00\u5f00\u59cb AI \u5f88\u5feb\u88ab\u5e7f\u667a\u901f\u901a\u3002<\/p>\n

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\u600e\u4e48\u4f18\u5316\uff1f<\/p>\n

\u9996\u5148\u8981\u6539\u8fdb\u7684\u662f\u8eb2\u907f\u80fd\u529b\uff0c\u8ba9 AI \u66f4\u597d\u5730\u5e94\u5bf9\u62db\u5f0f\u3002<\/p>\n

\u535a\u4e3b\u5148\u8bd5\u7740\u52a0\u5927\u4e86\u6389\u8840\u7684\u60e9\u7f5a\uff0c\u7ed3\u679c\u6ed1\u7a3d\u7684\u4e00\u5e55\u51fa\u73b0\u4e86\uff0cAI \u76f4\u63a5\u653e\u5f03\u4e86\u653b\u51fb\uff0c\u5f00\u59cb\u4e00\u76f4\u9003\u8dd1\u3002<\/p>\n

<\/a><\/p>\n

\u8fd9\u80cc\u540e\u539f\u56e0\u5f88\u7b80\u5355\u3002\u7531\u4e8e\u8fdb\u653b\u5956\u52b1\u4e0d\u591f\uff0cAI \u81ea\u7136\u66f4\u503e\u5411\u4e8e\u6700\u4f4e\u6210\u672c\u7684\u65b9\u5f0f \u2014\u2014 \u8dd1\u8def \u2014\u2014 \u6765\u907f\u514d\u60e9\u7f5a\u3002<\/p>\n

\u5bf9\u75c7\u4e0b\u836f\uff0c\u535a\u4e3b\u5f88\u5feb\u60f3\u5230\u4e86\u89e3\u51b3\u529e\u6cd5\u3002<\/p>\n

\u9996\u5148\u63d0\u9ad8 boss \u6389\u8840\u7684\u6b63\u5411\u5956\u52b1\uff0c\u8ba9 AI \u66f4\u5177\u653b\u51fb\u6027\u3002<\/p>\n

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\u51e0\u5341\u6b21\u8fed\u4ee3\u540e\uff0cAI \u5df2\u7ecf\u53ef\u4ee5\u6253\u6389\u5e7f\u667a 30% \u7684\u8840\u91cf\u4e86\uff0c\u867d\u7136\u8fdb\u6b65\u6590\u7136\uff0c\u4f46\u8fd8\u662f\u65e0\u6cd5\u51fb\u8d25\u4ed6\u3002<\/p>\n

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\u00a0\u539f\u672c\u7684\u89c6\u89c9\u65b9\u6848\u662f 3 \u5c42 CNN \u5377\u79ef + \u5168\u8fde\u63a5\uff0c\u4f46\u73b0\u5728\u6709\u4e2a\u95ee\u9898\uff0c\u6d45\u5c42\u5377\u79ef\u7f51\u7edc\u592a\u5c0f\uff0c\u65e0\u6cd5\u5145\u5206\u63d0\u53d6\u7ec6\u5fae\u7684\u524d\u6447\u4fe1\u606f\uff0c\u7b80\u5355\u6765\u8bf4\uff0c\u5c31\u662f\u300c\u8111\u5b50\u4e0d\u591f\u7528\u4e86\u300d\u3002<\/p>\n

<\/a><\/p>\n

\u4e00\u4e2a\u529e\u6cd5\u662f\u76f4\u63a5\u7ed9\u8111\u5b50\u6269\u5bb9\uff0c\u589e\u52a0\u7f51\u7edc\u6df1\u5ea6\uff0c\u4f46\u8fd9\u6837\u53c8\u4f1a\u5bfc\u81f4\u6a21\u578b\u53d8\u6162\uff0c\u751a\u81f3\u5f71\u54cd\u62df\u5408\u3002<\/p>\n

\u600e\u4e48\u529e\uff1f<\/p>\n

\u535a\u4e3b\u53c8\u60f3\u5230\u4e86\u9884\u8bad\u7ec3\u3002<\/p>\n

\u6253\u4e2a\u6bd4\u65b9\uff0c\u6211\u4eec\u5728\u505a\u6570\u5b66\u9898\u65f6\uff0c\u9700\u8981\u4ece 1+1=2 \u5f00\u59cb\u4ece\u5934\u5b66\u4e00\u904d\u5417\uff1f\u5f53\u7136\u4e0d\u7528\uff0c\u56e0\u4e3a\u521d\u7b49\u6570\u5b66\u7684\u77e5\u8bc6\u6211\u4eec\u5df2\u7ecf\u5b66\u8fc7\u4e86\u3002<\/p>\n

\u540c\u6837\u7684\uff0c\u9884\u8bad\u7ec3\u5c31\u76f8\u5f53\u4e8e\u6211\u4eec\u7528\u4e00\u4e2a\u5927\u8111\u63d0\u524d\u5b66\u4e60\u57fa\u7840\u77e5\u8bc6\uff0c\u8003\u8bd5\u65f6\u4ea4\u7ed9\u53e6\u4e00\u4e2a\u5c0f\u8111\u505a\u9898\u5373\u53ef\u3002<\/p>\n

\u57fa\u4e8e\u6b64\uff0c\u535a\u4e3b\u52a0\u5165\u4e86\u66f4\u6df1\u5c42\u7684\u6b8b\u5dee\u7f51\u7edc\u00a0ResNet\uff0c\u901a\u8fc7\u9884\u8bad\u7ec3\u8ba9\u5b83\u66f4\u597d\u5730\u63d0\u53d6\u62db\u5f0f\uff0c\u5b9e\u9645\u51b3\u7b56\u4e2d\u7531\u8bad\u7ec3\u597d\u7684\u7f51\u7edc\uff0c\u5f97\u5230\u5f53\u524d\u753b\u9762\u7684 embedding \u5411\u91cf\u8868\u5f81\u3002<\/p>\n

\u901a\u4fd7\u6765\u8bf4\uff0c\u5c31\u662f\u628a\u6db5\u76d6\u5927\u91cf\u4fe1\u606f\u7684\u753b\u9762\uff0c\u7ecf\u8fc7\u538b\u7f29\u540e\u4f20\u7ed9\u53ef\u5feb\u901f\u51b3\u7b56\u7684\u5c0f\u8111\u6a21\u578b\u3002<\/p>\n

\u73b0\u5728\u5bf9\u4e8e\u62db\u6570\u7684\u8bc6\u522b\uff0cAI \u5df2\u7ecf\u8db3\u591f\u5f3a\u4e86\uff0c\u4f46\u653b\u51fb\u6548\u7387\u8fd8\u4e0d\u591f\u9ad8\uff0c\u7ecf\u5e38\u5904\u4e8e\u88ab\u52a8\u6328\u6253\u7684\u5c40\u9762\uff0c\u535a\u4e3b\u53c8\u60f3\u5230\u4e00\u4e2a\u4f18\u5316\u601d\u8def \u2014\u2014 \u7ec4\u5408\u3002<\/p>\n

\u539f\u672c\u7684\u653b\u51fb\u65b9\u5f0f\u53ea\u6709\u8f7b\u68cd\u3001\u91cd\u68cd\uff0c\u4f46\u53ef\u4ee5\u6253\u51fa\u66f4\u9ad8\u4f24\u5bb3\u548c\u786c\u76f4\u7684\u7ec4\u5408\u6280\uff0c\u663e\u7136\u6536\u76ca\u66f4\u9ad8\u3002<\/p>\n

\u56e0\u6b64\u535a\u4e3b\u8bd5\u7740\u628a\u7ec4\u5408\u6280\u4f5c\u4e3a\u4e00\u4e2a\u4fe1\u53f7\uff0c\u5f15\u5bfc AI \u53bb\u8fde\u51fb\uff0c\u6bd4\u5982\u8f7b\u68cd\u4e09\u5f0f + \u7ffb\u6eda\uff0c\u4e24\u8f7b\u4e00\u91cd\u7834\u68cd\u5f0f\u7b49\uff0c\u6548\u679c\u76f8\u5f53\u4e0d\u9519\u3002<\/p>\n

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\u89c6\u9891\u94fe\u63a5\uff1ahttps:\/\/mp.weixin.qq.com\/s\/DvvnxI_wpv3lpA6AOwRFVQ<\/a><\/p>\n

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\u6709\u7740\u300a\u9ed1\u795e\u8bdd\u300b\u548c AI \u7684\u53cc\u91cd\u6d41\u91cf\u52a0\u6301\uff0c\u8be5\u535a\u4e3b\u7684 AI \u5417\u55bd\uff0c\u4e00\u4e3e\u767b\u4e0a\u5404\u5927\u793e\u4ea4\u5e73\u53f0\u7684\u70ed\u641c\uff0c\u5438\u5f15\u4e07\u5343\u7f51\u53cb\u56f4\u89c2\u3002<\/p>\n

\u6709\u4ea4\u6d41\u6280\u672f\u7684\u3002<\/p>\n

\u7f51\u53cb plusSeven \u8be2\u95ee\u535a\u4e3b\u7684\u786c\u4ef6\u914d\u7f6e\u548c\u8bad\u7ec3\u65f6\u95f4\uff0c\u8981\u7acb\u4e2a\u9879\u76ee\u7ed9\u5b66\u751f\u8bd5\u8bd5\u3002<\/p>\n

<\/a><\/p>\n

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<\/a><\/section>\n

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