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target='_blank'>Libratus<\/a>\uff0c\u6709\u4e86\u4e2a\u4e2d\u6587\u540d\u53eb\u505a\u201c\u51b7\u6251\u5927\u5e08\u201d\uff0c\u5b83\u8fd8\u4f1a\u7167\u7740\u521b\u65b0\u5de5\u573aCEO\u3001\u521b\u65b0\u5de5\u573a\u4eba\u5de5\u667a\u80fd\u5de5\u7a0b\u9662\u9662\u957f\u674e\u5f00\u590d\u7684\u9080\u8bf7\u8fc7\u6765\uff0c\u57284\u67086\u65e5\u524d\u6765\u4e2d\u56fd\uff0c\u53c8\u57284\u67087\u65e5\u524d\u6765\u4e2d\u56fd\uff0c\u8fdb\u4e00\u6b65\u57284\u67088\u65e5\u524d\u6765\u4e2d\u56fd\uff0c\u518d\u4e8e4\u67089\u65e5\u524d\u6765\u4e2d\u56fd\uff0c\u7136\u540e\u57284\u670810\u65e5\u6765\u5230\u4e2d\u56fd\uff0c\u53bb\u5f00\u5c55\u4e00\u573a\u8fdb\u884c\u201c\u51b7\u6251\u5927\u5e08vs\u4e2d\u56fd\u9f99\u4e4b\u961f\u201d\u8f83\u91cf\u7684\u5fb7\u5dde\u6251\u514b<a href='\/index.php\/2025\/12\/28\/%e7%89%8c%e6%89%8b%e4%bc%a0%e8%af%b4%ef%bc%9a%e5%be%b7%e5%b7%9e%e6%89%91%e5%85%8b%e4%ba%ba%e6%9c%ba%e5%a4%a7%e6%88%98%ef%bc%8cai%e5%ae%8c%e8%83%9c%e8%83%8c%e5%90%8e%e8%97%8f%e7%9d%80%e5%a4%9a%e5%b0%91\/' title='\u4eba\u673a\u5927\u6218' target='_blank'>\u4eba\u673a\u5927\u6218<\/a>\u8868\u6f14\u8d5b \u3002<\/p>\n<p>\u90a3\u65f6\uff0c\u51b7\u6251\u5927\u5e08\u7684\u7f14\u9020\u8005\uff0c\u4e5f\u5c31\u662f\u5361\u5185\u57fa\u6885\u9686\u5927\u5b66\u7684Tuomas Sandholm\u6559\u6388\uff0c\u4ed6\u4ee5\u53ca\u4ed6\u7684\u535a\u58eb\u751fNoam Brown\uff0c\u4e5f\u4f1a\u6765\u5230\u7ade\u8d5b\u73b0\u573a\uff0c\u4eb2\u81ea\u8fdb\u884c\u76d1\u7763\u4f5c\u6218 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Sandholm\u6559\u6388\u7edd\u4e0d\u662f\u8981\u641e\u4e2aAI\u8d4c\u795e\u3002<\/p>\n<p>\u5f00\u5934\u6240\u63d0\u53ca\u7684\u8d62\u53d6\u5230\u7684 176 \u4e07\u7f8e\u5143\uff0c\u4ec5\u4ec5\u53ea\u662f\u4e2a\u505c\u7559\u5728\u8d26\u9762\u4e0a\u7684\u6570\u5b57\u7f62\u4e86\uff0c\u5e76\u4e14 Libratus \u5728\u8d4c\u535a\u573a\u6240\u7684\u83b7\u80dc\uff0c\u5176\u4ef7\u503c\u8fdc\u975e\u51e0\u767e\u4e07\u7f8e\u5143\u90a3\u822c\u7b80\u5355\uff0c\u5b9e\u5219\u662f\u4eba\u5de5\u667a\u80fd\u9886\u57df\u53d6\u5f97\u7684\u5de8\u5927\u8fdb\u5c55\uff0c\u5c3d\u7ba1\u4eba\u5de5\u667a\u80fd\u4e8e\u8df3\u68cb\u3001\u8c61\u68cb\u751a\u81f3\u56f4\u68cb\u8d5b\u4e8b\u5f53\u4e2d\uff0c\u5df2\u7136\u5c06\u4eba\u7c7b\u5bf9\u624b\u5f7b\u5e95\u51fb\u8d25\uff0c\u7136\u800c\u65e0\u9650\u6ce8\u5fb7\u5dde\u6251\u514b\u5374\u662f\u4e00\u79cd\u5168\u7136\u4e0d\u4e00\u6837\u7684\u60c5\u5f62 \u3002<\/p>\n<p>\u8fd9\u662f\u4e00\u573a\u201c\u4e0d\u5b8c\u7f8e\u4fe1\u606f\u201d\u6e38\u620f\u3002<\/p>\n<p>\u5728\u5fb7\u5dde\u6251\u514b\u5bf9\u5c40\u5f53\u4e2d\uff0c\u56e0\u4e3a\u5b58\u5728\u4e00\u4e9b\u5361\u724c\u672a\u53d1\u51fa\u7684\u60c5\u51b5\uff0c\u6240\u4ee5\u5728\u4efb\u610f\u65f6\u95f4\uff0c\u5bf9\u4e8e\u4efb\u4f55\u4e00\u4e2a\u73a9\u5bb6\u800c\u8a00\uff0c\u90fd\u4ec5\u80fd\u89c2\u5bdf\u5230\u4e00\u90e8\u5206\u72b6\u51b5\u3002\u82e5\u8981\u53d6\u5f97\u80dc\u5229\uff0c\u4ed6\u4eec\u9700\u8981\u5177\u5907\u4e00\u79cd\u80fd\u529b\uff0c\u4e5f\u5c31\u662f\u76f4\u89c9\uff0c\u5373\u731c\u6d4b\u5176\u4ed6\u73a9\u5bb6\u624b\u4e2d\u6240\u6301\u724c\u578b\u7684\u80fd\u529b\u3002\u5e76\u4e14\uff0c\u8fd8\u5f97\u5c06\u5bf9\u624b\u6bcf\u4e00\u79cd\u53ef\u80fd\u91c7\u7528\u7684\u6253\u6cd5\u8003\u8651\u5728\u5185\uff0c\u5982\u6b64\u4e00\u6765\uff0c\u60f3\u8981\u5f97\u51fa\u7406\u60f3\u7684\u6218\u7565\u662f\u6781\u4e3a\u56f0\u96be\u7684\u3002<\/p>\n<p>\u5728\u73b0\u5b9e\u7684\u4e16\u754c\u5f53\u4e2d\uff0c\u5e38\u6001\u662f\u5b58\u5728\u4e0d\u5b8c\u7f8e\u4fe1\u606f\uff0c\u5927\u91cf\u4e0d\u786e\u5b9a\u6027\u56e0\u5404\u79cd\u770b\u4e0d\u89c1\u9690\u853d\u4fe1\u606f\u5f97\u4ee5\u4ea7\u751f\uff0c\u5fb7\u5dde\u6251\u514b\u6240\u4ee3\u8868\u7684\u81ea\u662f\u8fd9\u79cd\u7c7b\u578b\u7684\u535a\u5f08\u3002\u5728\u56f4\u68cb\u754c\u7eb5\u6a2a\u65e0\u654c\u7684AlphaGo\uff0c\u5176\u672c\u8d28\u5904\u7406\u7684\u4f9d\u7136\u662f\u5b8c\u7f8e\u4fe1\u606f\u535a\u5f08\u9879\uff0c\u5f53\u4e2d\u95ee\u9898\u4e43AlphaGo\u65e0\u6cd5\u5904\u7406\u7684\u662f\u5fb7\u5dde\u6251\u514b\uff0c\u66f4\u4e0d\u7528\u8bf4\u662f\u4f1a\u4f7f\u51fa\u8bc8\u552c \u3002<\/p>\n<p>\u5728\u672a\u6765\uff0c\u50cf\u90a3\u6837\u540d\u4e3aLibratus\u7684AI\uff0c\u80fd\u591f\u88ab\u8fd0\u7528\u5728\u5546\u4e1a\u8c08\u5224\u8fd9\u4e2a\u9886\u57df\uff0c\u8fd8\u80fd\u7528\u4e8e\u7f51\u7edc\u5b89\u5168\u65b9\u9762\uff0c\u4e5f\u53ef\u4ee5\u5bf9\u533b\u7597\u65b9\u6848\u5236\u5b9a\u8fd9\u7c7b\u9886\u57df\u53d1\u6325\u4f5c\u7528\u3002<\/p>\n<p>\u89c2\u8d5b\u6307\u5357<\/p>\n<p>\u6700\u540e\uff0c\u518d\u603b\u7ed3\u4e00\u4e0b\u8fd9\u573a\u4eba\u673a\u5927\u6218\u7684\u8981\u70b9\uff1a<\/p>\n<p>\u4ea4\u6218\u53cc\u65b9\uff1a\u51b7\u6251\u5927\u5e08 vs \u9f99\u4e4b\u961f<\/p>\n<p>\u6bd4\u8d5b\u65f6\u95f4\uff1a4\u67086\u65e5-10\u65e5\uff0c\u6bcf\u5929\u4ea4\u950b10\u5c0f\u65f6<\/p>\n<p>\u6bd4\u8d5b\u5730\u70b9\uff1a\u6d77\u5357<\/p>\n<p>\u4e0b\u8ff0\u8fd9\u4e9b\u5e73\u53f0\u4f1a\u8fdb\u884c\u76f4\u64ad\uff0c\u5206\u522b\u6709\u7ebf\uff0c\u65b0\uff0c\u6d6a\uff0c\u817e\uff0c\u8baf\uff0c\u5fae\uff0c\u535a\uff0c\u7231\uff0c\u5947\uff0c\u827a\uff0c\u4e50\uff0c\u89c6\uff0c\u7f51\uff0c\u6613\uff0c\u4f18\uff0c\u9177\u7b49\u5e73\u53f0 \u3002<\/p>\n<p>Libratus\u7b80\u4ecb<\/p>\n<p>1\u3001Libratus\u662f\u88abSandholm\u6559\u6388\u4e0e\u53e6\u4e00\u4f4dNoam Brown\u535a\u58eb\u5171\u540c\u5f00\u53d1\u5b8c\u6210\u7684\uff0cLibratus\u6c34\u5e73\u7684\u63d0\u5347\u662f\u57fa\u4e8e\u597d\u51e0\u4e2a\u6280\u672f\u8fdb\u6b65\u7684\u5f97\u51fa\u7684\uff0c\u8fd9\u91cc\u9762\u5305\u542b\u4e00\u4e2a\u65b0\u7684\u5e73\u8861\u8fd1\u4f3c\u6280\u672f\uff0c\u4ee5\u53ca\u6709\u7740\u51e0\u79cd\u65b0\u7684\u65b9\u6cd5\u7528\u4e8e\u5206\u6790\u53ef\u80fd\u51fa\u73b0\u7684\u5404\u79cd\u7ed3\u679c\uff0c\u3002<\/p>\n<p>2\u3001\u4e0d\u5b8c\u6574\u4fe1\u606f\u535a\u5f08\u65e9\u5df2\u88ab\u8bc1\u660e\u662f\u96be\u4ee5\u653b\u514b\u7684\u8ba1\u7b97\u673a\u96be\u9898\u3002<\/p>\n<p>3\u3001\u6709Bridges Super Computer\u8d85\u7ea7\u8ba1\u7b97\u673a\u5728\u80cc\u540e\u4e88\u4ee5\u652f\u6301\uff0c\u5e76\u4e14\u5728\u6bcf\u4e2a\u724c\u5c40\u7ed3\u675f\u4e4b\u540e\u7684\u591c\u665a\uff0c\u7531\u5339\u5179\u5821\u5e02\u8d85\u7ea7\u8ba1\u7b97\u4e2d\u5fc3\u7684Bridges\u7535\u8111\u6765\u6267\u884c\u8ba1\u7b97\uff0c\u4ee5\u4fbf\u7528\u6765\u4f18\u5316Libratus\u7684\u7b56\u7565\u3002<\/p>\n<p>4\u3001\u6280\u672f\u5e94\u7528\uff1a\u548cAlphaGo\u4e0d\u4e00\u6837\uff0cAlphaGo\u8fd0\u7528\u4e86\u6570\u91cf\u4f17\u591a\u7684\u68cb\u5c40\u6765\u5f00\u5c55\u8bad\u7ec3\uff0c\u800c\u8fd9\u4e2a\u6a21\u578b\u6240\u91c7\u7528\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u662f\u968f\u673a\u751f\u6210\u7684\u724c\u5c40\uff0c\u8fd9\u79cd\u724c\u5c40\u662f\u968f\u673a\u4ea7\u751f\u516c\u5171\u724c\u3001\u5e95\u6c60\u7b79\u7801\u4ee5\u53ca\u73a9\u5bb6\u62ff\u724c\u6982\u7387\u7684\uff0c\u8fd8\u6709\u5c1d\u8bd5\u6027\u7684\u52a8\u4f5c\u5e26\u6765\u7684\u7ed3\u679c\uff0c\u6b64\u7ed3\u679c\u662f\u5728\u968f\u673a\u751f\u6210\u7684\u8f93\u5165\u60c5\u5f62\u4e0b\u6a21\u62df\u73a9\u5bb6\u8ddf\u724c\u4e4b\u540e\u4ea7\u751f\u7684 \u3002<\/p>\n<p>\u9f99\u4e4b\u961f\u7b80\u4ecb<\/p>\n<p>\u7531\u9876\u5c16\u6251\u514b\u9ad8\u624b\u675c\u60a6\u521b\u5efa\u7684\u9f99\u4e4b\u961f\uff08Team Dragons\uff09\uff0c\u675c\u60a6\u62c5\u5f53\u961f\u957f\u4e00\u804c\uff0c\u4e2d\u56fd\u7684\u201c\u9f99\u4e4b\u961f\u201d\u610f\u5728\u901a\u8fc7\u56e2\u961f\u4e92\u52a9\u8fd9\u79cd\u5f62\u5f0f\uff0c\u5954\u8d74\u4e16\u754c\u9876\u7ea7\u5fb7\u5dde\u6251\u514b\u8d5b\u573a\u5c55\u5f00\u5f81\u6218\u3002<\/p>\n<p>\u675c\u60a6Alan Du\uff08\u961f\u957f\uff09<\/p>\n<p>2016\u5e74WSOP\u65e0\u9650\u6ce8\u5fb7\u5dde\u6251\u514b\u8d5b\u4e8b\u4e2d\u83b7\u5f97\u51a0\u519b<\/p>\n<p>\u675c\u6c0f\u5b66\u5802-\u5fb7\u6251\u9ad8\u7ea7\u7814\u4fee\u73ed\uff0c\u521b\u59cb\u4eba\u53ca\u8bb2\u5e08<\/p>\n<p>\u817e\u8baf\u5929\u5929\u5fb7\u5dde\u9996\u5e2d\u987e\u95ee<\/p>\n<p>\u73b0\u4efb\u5e38\u6625\u85e4\u8d44\u672c\u5408\u4f19\u4eba\uff0c\u8d1f\u8d23TMT\u884c\u4e1a\u4e2d\u65e9\u671f\u80a1\u6743\u6295\u8d44<\/p>\n<p>2011\u5e74\u8d77\uff0c\u52302014\u5e74\u6b62\uff0c\u62c5\u4efb\u4eba\u4eba\u7f51\u526f\u603b\u88c1\u804c\u4f4d\uff0c\u804c\u8d23\u662f\u8d1f\u8d23\u96c6\u56e2\u6295\u8d44\u5e76\u8d2d\u76f8\u5173\u4e8b\u5b9c\uff0c\u4ee5\u53ca\u8d1f\u8d23\u96c6\u56e2\u6218\u7565\u53d1\u5c55\u89c4\u5212\u76f8\u5173\u4e8b\u5b9c \u3002<\/p>\n<p>\u6e05\u534e\u5927\u5b66\u672c\u79d1\u548c\u7855\u58eb\u5b66\u4f4d\uff1b\u7f8e\u56fd\u65af\u5766\u798f\u5927\u5b66MBA\u5b66\u4f4d<\/p>\n<p>\u91cd\u5e86\u5357\u5f00\u4e2d\u5b66\u6bd5\u4e1a\uff0c\u514d\u8bd5\u4fdd\u9001\u6e05\u534e\u5927\u5b66\u5c31\u8bfb\u8ba1\u7b97\u673a\u7cfb<\/p>\n<p>\u8bb8\u671d\u519b<\/p>\n<p>\u5317\u4eac\u56fd\u9645\u6251\u514b\u5b66\u6821\u521b\u59cb\u4eba\u53ca\u6821\u957f\u5fb7\u4fe1\u7ade\u6280\uff0c\u62e5\u6709\u4f17\u591a\u5fb7\u6251\u5b66\u5458\u53ca\u4ef0\u6155\u8005<\/p>\n<p>\u5177\u5907\u4e30\u5bcc\u7684\u5fb7\u6251\u5b9e\u6218\u7ecf\u9a8c\u548c\u7406\u8bba\u4f53\u7cfb\uff0c\u4eba\u79f0\u201c\u4eac\u57ce\u540d\u9ca8\u201d<\/p>\n<p>\u70b9\u70b9\u7f51\u3001\u556a\u556a\u521b\u59cb\u4eba\u517cCEO<\/p>\n<p>\u4ece2010\u5e741\u6708\u5f00\u59cb\uff0c\u4e00\u76f4\u52302011\u5e741\u6708\uff0c\u62c5\u4efb\u76db\u5927\u5728\u7ebf\u9996\u5e2d\u8fd0\u8425\u5b98\uff0c\u540c\u65f6\u8fd8\u517c\u4efb\u76db\u5927\u8fb9\u950b\u603b\u88c1 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