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\u5341\u5e74\u524d\uff0cAlphaGo\u8d70\u4e0a\u68cb\u76d8\uff0c\u7a81\u7834\u7684\u662f\u4eba\u5de5\u667a\u80fd\u5982\u4f55\u5728\u6570\u5b57\u4e16\u754c\u4e2d\u9762\u5bf9\u6781\u5176\u590d\u6742\u7684\u535a\u5f08\uff0c\u5e76\u6700\u7ec8\u6218\u80dc\u4eba\u7c7b\u9876\u5c16\u68cb\u624b\uff1b\u5341\u5e74\u540e\uff0cAstraTennis\u8d70\u4e0a\u7403\u573a\uff0c\u9762\u5bf9\u7684\u5219\u662f\u4e00\u4e2a\u66f4\u52a0\u52a8\u6001\u3001\u66f4\u52a0\u5f00\u653e\u3001\u66f4\u52a0\u4e0d\u53ef\u63a7\u7684\u771f\u5b9e\u4e16\u754c\uff1a<\/p>\n

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\u5341\u5e74\u524d\uff0cAlphaGo\u8d70\u8d62\u4e86\u68cb\u76d8\uff1b\u5341\u5e74\u540e\uff0cAstraTennis\u63a5\u4f4f\u4e86\u66f4\u96be\u7684\u7f51\u7403\u3002<\/p>\n

\u8fd9\u5176\u4e2d\u53d1\u751f\u7684\u53d8\u5316\uff0c\u662f\u4eba\u5de5\u667a\u80fd\u6b63\u5728\u8de8\u8d8a\u4ece\u201c\u6570\u5b57\u667a\u80fd\u201d\u5230\u201c\u7269\u7406\u667a\u80fd\u201d\u7684\u8fb9\u754c\u3002\u8fc7\u53bb\uff0cAI\u53ef\u4ee5\u5728\u5c4f\u5e55\u4e2d\u7406\u89e3\u4fe1\u606f\u3001\u8fdb\u884c\u63a8\u7406\u3001\u5b8c\u6210\u51b3\u7b56\uff1b\u4eca\u5929\uff0c\u5b83\u5f00\u59cb\u62e5\u6709\u8eab\u4f53\uff0c\u5e76\u628a\u8fd9\u79cd\u667a\u80fd\u5e26\u5165\u7269\u7406\u4e16\u754c\uff0c\u5728\u8fde\u7eed\u53d8\u5316\u7684\u73af\u5883\u4e2d\u611f\u77e5\u3001\u5224\u65ad\u3001\u884c\u52a8\u548c\u535a\u5f08\u3002<\/p>\n

\u56e0\u6b64\uff0cAstraTennis\u9a8c\u8bc1\u4e86\u4e00\u4e2a\u66f4\u5927\u7684\u547d\u9898\uff1a\u4eba\u5de5\u667a\u80fd\u80fd\u5426\u771f\u6b63\u8fdb\u5165\u7269\u7406\u4e16\u754c\uff0c\u5e76\u4ee5\u4e00\u4e2a\u5177\u8eab\u667a\u80fd\u4f53\u7684\u65b9\u5f0f\u5b8c\u6210\u590d\u6742\u7684\u8fd0\u52a8\u6216\u4efb\u52a1\u3002<\/p>\n

\u7f51\u7403\u6b63\u662f\u5bf9\u8fd9\u4e00\u547d\u9898\u6781\u5177\u6311\u6218\u6027\u7684\u9a8c\u8bc1\u3002\u5b83\u8981\u6c42\u673a\u5668\u4eba\u540c\u65f6\u5177\u5907\u9ad8\u6c34\u5e73\u7684\u611f\u77e5\u3001\u51b3\u7b56\u3001\u8fd0\u52a8\u63a7\u5236\u548c\u5b9e\u65f6\u535a\u5f08\u80fd\u529b\uff0c\u8981\u6c42\u8fd9\u4e9b\u80fd\u529b\u5728\u771f\u5b9e\u4e16\u754c\u4e2d\u5f62\u6210\u7edf\u4e00\u95ed\u73af\u3002<\/p>\n

\u5b83\u66f4\u4ee3\u8868\u7740\u5177\u8eab\u667a\u80fd\u9886\u57df\u4e00\u6b21\u771f\u6b63\u610f\u4e49\u4e0a\u7684\u539f\u59cb\u6280\u672f\u521b\u65b0\uff1a<\/p>\n

\u4ece\u673a\u5668\u4eba\u201c\u5927\u8111\u201d\u5bf9\u4efb\u52a1\u7684\u7406\u89e3\u4e0e\u51b3\u7b56\uff0c\u5230\u201c\u5c0f\u8111\u201d\u5bf9\u8eab\u4f53\u7684\u5b9e\u65f6\u63a7\u5236\uff0c\u94f6\u6cb3\u901a\u7528\u56f4\u7ed5\u5177\u8eab\u667a\u80fd\u6700\u6838\u5fc3\u7684\u95ee\u9898\uff0c\u5f62\u6210\u4e86\u81ea\u4e3b\u63a2\u7d22\u7684\u6280\u672f\u8def\u5f84\uff0c\u5e76\u5c06\u8fd9\u4e9b\u80fd\u529b\u96c6\u4e2d\u9a8c\u8bc1\u5728\u4e00\u4e2a\u8db3\u591f\u590d\u6742\u3001\u8db3\u591f\u63a5\u8fd1\u4eba\u7c7b\u771f\u5b9e\u667a\u80fd\u6d3b\u52a8\u7684\u4efb\u52a1\u4e2d\u3002<\/p>\n

\u8fd9\u4e5f\u662fAstraTennis\u65f6\u523b\u7684\u771f\u6b63\u4ef7\u503c\uff1a\u4e2d\u56fd\u81ea\u4e3b\u7814\u53d1\u7684\u7269\u7406AI\uff0c\u7b2c\u4e00\u6b21\u5728\u8fd9\u6837\u4e00\u4e2a\u9ad8\u901f\u3001\u5f00\u653e\u3001\u5b9e\u65f6\u5bf9\u6297\u7684\u771f\u5b9e\u573a\u666f\u4e2d\uff0c\u5c55\u73b0\u51fa\u5339\u654c\u4eba\u7c7b\u7684\u5b8c\u6574\u667a\u80fd\u80fd\u529b\u3002<\/p>\n

\u7f51\u7403\u662f\u4e00\u9879\u540c\u65f6\u628a\u201c\u601d\u8003\u201d\u548c\u201c\u884c\u52a8\u201d\u903c\u5230\u6781\u9650\u7684\u8fd0\u52a8\uff1a\u673a\u5668\u4eba\u65e2\u8981\u7406\u89e3\u6bd4\u8d5b\u3001\u505a\u51fa\u51b3\u7b56\uff0c\u4e5f\u8981\u5728\u9ad8\u901f\u5bf9\u6297\u4e2d\u8ba9\u8eab\u4f53\u7cbe\u51c6\u6267\u884c\u3002<\/p>\n

\u652f\u6491\u8fd9\u4e00\u5207\u7684\uff0c\u662f\u94f6\u6cb3\u901a\u7528\u81ea\u4e3b\u7814\u53d1\u7684\u5177\u8eab\u667a\u80fd\u5927\u6a21\u578b\u94f6\u6cb3\u661f\u8111\uff08AstraBrain\uff09\uff0c\u5168\u7403\u9996\u6b21\u5c06\u5927\u8111\u3001\u5c0f\u8111\u3001\u795e\u7ecf\u63a7\u5236\u96c6\u4e8e\u4e00\u6a21\u3002<\/p>\n

\u5728\u94f6\u6cb3\u661f\u8111\u7684\u4f53\u7cfb\u4e2d\uff0c\u201c\u5927\u8111\u201d\u8d1f\u8d23\u7406\u89e3\u548c\u51b3\u7b56\uff1a\u673a\u5668\u4eba\u9700\u8981\u5224\u65ad\u6765\u7403\u65b9\u5411\u3001\u901f\u5ea6\u548c\u843d\u70b9\uff0c\u7ed3\u5408\u5bf9\u624b\u7684\u4f4d\u7f6e\u548c\u6bd4\u8d5b\u5c40\u52bf\uff0c\u51b3\u5b9a\u91c7\u7528\u4ec0\u4e48\u51fb\u7403\u65b9\u5f0f\u3001\u5c06\u7403\u6253\u5411\u54ea\u91cc\uff0c\u4ee5\u53ca\u4e0b\u4e00\u6b65\u5982\u4f55\u7ec4\u7ec7\u653b\u9632\uff1b<\/p>\n

\u5728\u53cc\u6253\u548c\u4eba\u673a\u534f\u4f5c\u4e2d\uff0c\u5b83\u8fd8\u9700\u8981\u7406\u89e3\u961f\u53cb\u548c\u5bf9\u624b\u7684\u72b6\u6001\uff0c\u6839\u636e\u73b0\u573a\u53d8\u5316\u8fdb\u884c\u5b9e\u65f6\u6218\u672f\u8c03\u6574\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u7531\u5b83\u6765\u601d\u8003\u201c\u600e\u6837\u624d\u80fd\u8d62\u4e0b\u6bd4\u8d5b\u201d\u3002<\/p>\n

\u800c\u201c\u5c0f\u8111\u201d\u89e3\u51b3\u7684\uff0c\u662f\u5982\u4f55\u628a\u8fd9\u4e9b\u51b3\u7b56\u53d8\u6210\u8eab\u4f53\u52a8\u4f5c\u3002\u7f51\u7403\u51fb\u7403\u53d1\u751f\u5728\u6781\u77ed\u7684\u65f6\u95f4\u7a97\u53e3\u5185\uff0c\u673a\u5668\u4eba\u9700\u8981\u5728\u9ad8\u901f\u8dd1\u52a8\u4e2d\u5b8c\u6210\u5168\u8eab\u52a8\u6001\u5e73\u8861\uff0c\u8ba9\u53cc\u817f\u3001\u8eaf\u5e72\u3001\u624b\u81c2\u4e43\u81f3\u8155\u90e8\u5f62\u6210\u9ad8\u5ea6\u534f\u8c03\uff0c\u4ee5\u8db3\u591f\u7684\u7206\u53d1\u529b\u548c\u7cbe\u51c6\u5ea6\u5b8c\u6210\u6325\u62cd\u3002<\/p>\n

\u901a\u8fc7\u5c0f\u8111\u9a71\u52a8\uff0c\u673a\u5668\u4eba\u7684\u52a8\u4f5c\u4e0d\u518d\u662f\u673a\u68b0\u3001\u5272\u88c2\u7684\u6307\u4ee4\u6267\u884c\uff0c\u800c\u80fd\u591f\u5448\u73b0\u51fa\u66f4\u52a0\u62df\u4eba\u3001\u6d41\u7545\u3001\u9ad8\u52a8\u6001\u7684\u8fd0\u52a8\u72b6\u6001\u3002<\/p>\n

\u4f46\u4ec5\u4ec5\u62e5\u6709\u5927\u5c0f\u8111\u534f\u540c\uff0c\u8fd8\u4e0d\u8db3\u4ee5\u8ba9\u673a\u5668\u4eba\u8fbe\u5230\u8fd9\u6837\u7684\u6c34\u5e73\u3002\u66f4\u5173\u952e\u7684\u95ee\u9898\u662f\uff1a\u673a\u5668\u4eba\u7a76\u7adf\u4ece\u54ea\u91cc\u5b66\u4f1a\u8fd9\u4e9b\u80fd\u529b\uff1f<\/p>\n

\u8fd9\u4e5f\u662f\u94f6\u6cb3\u901a\u7528\u6b64\u6b21\u6280\u672f\u7a81\u7834\u66f4\u6df1\u5c42\u7684\u5730\u65b9\u2014\u2014\u94f6\u6cb3\u661f\u8111\u53ef\u4ee5\u4ece\u4e0d\u5b8c\u7f8e\u7684\u4eba\u7c7b\u6570\u636e\u4e2d\u5b66\u4e60\uff0c\u5e76\u5728\u865a\u62df\u7f51\u7403\u4e16\u754c\u4e2d\u8ba9\u673a\u5668\u4eba\u901a\u8fc7\u5343\u4e07\u6b21\u7684\u4eba\u7c7b\u5148\u9a8c\u8fdb\u884c\u5b66\u4e60\u3001\u53cd\u601d\uff0c\u540c\u65f6\u8fdb\u884c\u591a\u4e2a\u667a\u80fd\u4f53\u535a\u5f08\u3001\u5bf9\u7ec3\uff0c\u4f7f\u673a\u5668\u4eba\u5b9e\u73b0\u6280\u80fd\u7684\u6d8c\u73b0\uff0c\u5e76\u8fc1\u79fb\u81f3\u7269\u7406\u4e16\u754c\u3002<\/p>\n

\u800c\u94f6\u6cb3\u901a\u7528\u6838\u5fc3\u6280\u672f\u5e73\u53f0\u201c\u94f6\u6cb3\u661f\u6570\u201d\u4e00\u65b9\u9762\u80fd\u591f\u5c06\u4e0d\u5b8c\u7f8e\u7684\u4eba\u7c7b\u6570\u636e\u5feb\u901f\u8f6c\u5316\u4e3a\u5927\u91cf\u9ad8\u8d28\u91cf\u8bad\u7ec3\u6570\u636e\uff0c\u8ba9\u673a\u5668\u4eba\u4ece\u4eba\u7c7b\u7ecf\u9a8c\u4e2d\u9ad8\u6548\u5b66\u4e60\uff1b<\/p>\n

\u53e6\u4e00\u65b9\u9762\uff0c\u5b83\u53ef\u4ee5\u5728\u865a\u62df\u7f51\u7403\u4e16\u754c\u4e2d\u6e90\u6e90\u4e0d\u65ad\u5730\u751f\u6210\u5404\u79cd\u9ad8\u8d28\u91cf\u6570\u636e\uff0c\u4e3a\u673a\u5668\u4eba\u63d0\u4f9b\u6301\u7eed\u3001\u4e30\u5bcc\u7684\u8bad\u7ec3\u4f9b\u7ed9\u3002<\/p>\n

\u4ece\u6700\u57fa\u7840\u7684\u56de\u7403\u5f00\u59cb\uff0c\u673a\u5668\u4eba\u9010\u6b65\u638c\u63e1\u8fde\u7eed\u51fb\u7403\u3001\u5e95\u7ebf\u8c03\u52a8\u3001\u843d\u70b9\u63a7\u5236\u7b49\u80fd\u529b\uff0c\u5e76\u4e0e\u4e0d\u540c\u6c34\u5e73\u7684\u667a\u80fd\u4f53\u6301\u7eed\u5bf9\u7ec3\u3001\u535a\u5f08\uff0c\u5728\u865a\u62df\u4e16\u754c\u4e2d\u5b8c\u6210\u8fdc\u8d85\u73b0\u5b9e\u6761\u4ef6\u7684\u6280\u80fd\u79ef\u7d2f\u3002<\/p>\n

AlphaGo\u901a\u8fc7\u6d77\u91cf\u68cb\u5c40\u5b66\u4e60\u548c\u81ea\u6211\u535a\u5f08\u4e0d\u65ad\u63d0\u5347\u68cb\u529b\uff1b\u800c\u94f6\u6cb3\u901a\u7528\u5219\u5c06\u80fd\u529b\u5e26\u8fdb\u4e86\u7269\u7406\u4e16\u754c\u3002<\/p>\n

\u673a\u5668\u4eba\u9762\u5bf9\u7684\u4e0d\u518d\u662f\u68cb\u76d8\u4e0a\u9759\u6001\u7684\u9ed1\u767d\u68cb\u5b50\uff0c\u800c\u662f\u9ad8\u901f\u8fd0\u52a8\u3001\u5145\u6ee1\u4e0d\u786e\u5b9a\u6027\u7684\u771f\u5b9e\u7269\u7406\u4e16\u754c\uff0c\u9700\u8981\u540c\u65f6\u89e3\u51b3\u611f\u77e5\u3001\u51b3\u7b56\u3001\u8fd0\u52a8\u63a7\u5236\u548c\u590d\u6742\u7269\u7406\u4ea4\u4e92\u3002<\/p>\n

\u5f53\u673a\u5668\u4eba\u80fd\u591f\u5728\u771f\u5b9e\u8d5b\u573a\u4e0a\u81ea\u4e3b\u5b8c\u6210\u4e00\u573a\u590d\u6742\u7684\u8fd0\u52a8\u535a\u5f08\uff0c\u771f\u6b63\u88ab\u6253\u5f00\u7684\uff0c\u662f\u5177\u8eab\u667a\u80fd\u66f4\u5e7f\u9614\u7684\u53ef\u80fd\u6027\u3002<\/p>\n

\u4eca\u5929\uff0c\u673a\u5668\u4eba\u5728\u7403\u573a\u4e0a\u9762\u5bf9\u7684\u662f\u9ad8\u901f\u98de\u6765\u7684\u7f51\u7403\u3001\u4e0d\u65ad\u53d8\u5316\u7684\u5bf9\u624b\u548c\u77ac\u606f\u4e07\u53d8\u7684\u6bd4\u8d5b\u5c40\u52bf\uff1b\u800c\u8d70\u51fa\u7403\u573a\u4e4b\u540e\uff0c\u94f6\u6cb3\u661f\u8111\u5c06\u9762\u5bf9\u7684\uff0c\u5219\u662f\u66f4\u52a0\u590d\u6742\u3001\u66f4\u52a0\u5f00\u653e\uff0c\u4e5f\u66f4\u52a0\u63a5\u8fd1\u6bcf\u4e2a\u4eba\u771f\u5b9e\u751f\u6d3b\u7684\u7269\u7406\u4e16\u754c\u3002<\/p>\n

\u5728\u5bb6\u5ead\u91cc\uff0c\u5b83\u9700\u8981\u7406\u89e3\u4eba\u7684\u9700\u6c42\uff0c\u5b8c\u6210\u6301\u7eed\u53d8\u5316\u7684\u670d\u52a1\u4efb\u52a1\uff1b<\/p>\n

\u5728\u5de5\u5382\u91cc\uff0c\u5b83\u9700\u8981\u9002\u5e94\u4e0d\u540c\u7684\u5de5\u5e8f\u3001\u73af\u5883\u4e0e\u534f\u4f5c\u5173\u7cfb\uff1b<\/p>\n

\u5728\u533b\u9662\u3001\u96f6\u552e\u548c\u66f4\u591a\u516c\u5171\u670d\u52a1\u573a\u666f\u4e2d\uff0c\u5b83\u540c\u6837\u9700\u8981\u9762\u5bf9\u65e0\u6cd5\u88ab\u63d0\u524d\u7a77\u4e3e\u7684\u771f\u5b9e\u60c5\u51b5\uff0c\u5e76\u6839\u636e\u73af\u5883\u53d8\u5316\u81ea\u4e3b\u505a\u51fa\u5224\u65ad\u548c\u884c\u52a8\u3002<\/p>\n

\u8fd9\u4e9b\u4efb\u52a1\u4e0e\u7f51\u7403\u770b\u4f3c\u5b8c\u5168\u4e0d\u540c\uff0c\u4f46\u80cc\u540e\u6307\u5411\u7684\u662f\u540c\u4e00\u4e2a\u6838\u5fc3\u95ee\u9898\uff1a\u5f53\u667a\u80fd\u771f\u6b63\u62e5\u6709\u8eab\u4f53\uff0c\u5b83\u80fd\u5426\u7406\u89e3\u8fd9\u4e2a\u4e16\u754c\uff0c\u5e76\u5728\u8fd9\u4e2a\u4e16\u754c\u4e2d\u6301\u7eed\u884c\u52a8\u3002<\/p>\n

\u94f6\u6cb3\u661f\u8111\u7ed9\u51fa\u7684\uff0c\u662f\u4e00\u4e2a\u6765\u81ea\u771f\u5b9e\u8d5b\u573a\u7684\u7b54\u6848\u3002<\/p>\n

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