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\u800c\u6700\u8fd1\uff0c\u6846\u67b6\u4e4b\u4e89\u7684\u7126\u70b9\u53c8\u8f6c\u79fb\u5230\u5f3a\u5316\u5b66\u4e60\u8eab\u4e0a\u4e86\u3002<\/p>\n
\u8c37\u6b4c\u5728\u53bb\u5e74\u63a8\u51fa\u4e86\u57fa\u4e8eTensorFlow\u7684\u5f3a\u5316\u5b66\u4e60\u6846\u67b6Dopamine\uff0c\u5f3a\u5316\u5b66\u4e60\u754c\u7684\u660e\u661fOpenAI\u4e5f\u5c06\u5f88\u591a\u7b97\u6cd5\u653e\u4e0a\u4e86baseline\uff0c\u767e\u5ea6\u4e5f\u5728\u524d\u4e0d\u4e45\u66f4\u65b0\u4e86PaddlePaddle\u7684\u5f3a\u5316\u5b66\u4e60\u6846\u67b6PARL\u3002\u5c31\u8fde\u4e00\u5411\u4f4e\u8c03\u7684\u7f51\u6613\uff0c\u90fd\u516c\u5e03\u4e86\u81ea\u4e3b\u7814\u53d1\u7684\u5f3a\u5316\u7f16\u7a0b(Reinforced Programing)\u6846\u67b6\u2026\u2026<\/p>\n
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AI\u5f00\u53d1\u65b0\u5ba0\uff1a\u5f3a\u5316\u5b66\u4e60\u7a76\u7adf\u6709\u4ec0\u4e48\u7528\uff1f<\/span><\/strong><\/h2>\n\u5982\u4eca\uff0c\u5f3a\u5316\u5b66\u4e60\u4e0d\u4ec5\u6210\u4e86\u5b66\u672f\u754c\u7684\u5ba0\u513f\uff0c\u76f8\u5173\u7814\u7a76\u8bba\u6587\u5728\u5404\u5927\u9876\u4f1a\u4e2d\u7684\u6bd4\u4f8b\u98de\u901f\u4e0a\u5347\uff1b\u5404\u5bb6\u5f00\u53d1\u5e73\u53f0\u4e5f\u90fd\u628a\u5f3a\u5316\u5b66\u4e60\u6846\u67b6\u5f53\u6210\u91cd\u70b9\u6765\u90e8\u7f72\u548c\u4e89\u593a\u3002<\/p>\n
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\u6bd4\u5982\u51fb\u8d25\u56f4\u68cb\u4e16\u754c\u51a0\u519b\u7684Alpha Go\uff0c\u5728\u300aDota 2\u300b\u4e2d\u8840\u8650\u4eba\u7c7b\u73a9\u5bb6\u7684OpenAI Five\uff0c\u6253\u4e0bAtari 2600\u6e38\u620f\u6700\u9ad8\u5206\u7684DeepMind DQN\uff0c\u90fd\u662f\u57fa\u4e8e\u5f3a\u5316\u5b66\u4e60\u5b9e\u73b0\u7684\u3002<\/p>\n
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\n- \u8bad\u7ec3\u6837\u672c\u3002\u5f3a\u5316\u5b66\u4e60\u662f\u901a\u8fc7\u73af\u5883\u7ed9\u51fa\u7684\u5956\u60e9\u7ed3\u679c\u6765\u5b66\u4e60\uff0c\u9700\u8981\u5e26\u6709\u56de\u62a5\u7684\u6570\u636e\u3002<\/li>\n
- \u4ea4\u4e92\u65b9\u5f0f\u3002\u5f3a\u5316\u5b66\u4e60\u7684\u5b66\u4e60\u8fc7\u7a0b\u662f\u52a8\u6001\u7684\uff0c\u9700\u8981\u4e0e\u73af\u5883\u8fdb\u884c\u4ea4\u4e92\u6765\u5b8c\u6210\uff0c\u4e0d\u662f\u7ed9\u4ec0\u4e48\u6837\u672c\u5c31\u5b66\u4ec0\u4e48\uff0c\u6ca1\u6709\u73af\u5883\u90fd\u767d\u642d\u3002<\/li>\n
- \u89e3\u51b3\u95ee\u9898\u3002\u5f3a\u5316\u5b66\u4e60\u7684\u903b\u8f91\u66f4\u50cf\u4eba\u8111\uff0c\u4e3b\u8981\u89e3\u51b3\u7684\u662f\u667a\u80fd\u51b3\u7b56\u95ee\u9898\uff0c\u6bd4\u5982\u6e38\u620f\u6253\u51fa\u9ad8\u5206\u3001\u901a\u7528\u673a\u5668\u4eba\u3001\u63a8\u8350\u7cfb\u7edf\u7b49\u7b49\u3002<\/li>\n<\/ol>\n
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