{"id":2554,"date":"2026-01-01T01:04:37","date_gmt":"2025-12-31T17:04:37","guid":{"rendered":"https:\/\/cn-dxjj.com\/index.php\/2026\/01\/01\/%e7%be%8e%e5%9b%bd%e5%8c%b9%e5%85%b9%e5%a0%a1%e8%b5%8c%e5%9c%ba%e5%be%b7%e5%b7%9e%e6%89%91%e5%85%8b%e4%ba%ba%e6%9c%ba%e5%b7%85%e5%b3%b0%e5%af%b9%e5%86%b3%ef%bc%8cai%e5%8d%8a%e7%a8%8b%e9%a2%86%e5%85%88\/"},"modified":"2026-01-01T01:04:37","modified_gmt":"2025-12-31T17:04:37","slug":"%e7%be%8e%e5%9b%bd%e5%8c%b9%e5%85%b9%e5%a0%a1%e8%b5%8c%e5%9c%ba%e5%be%b7%e5%b7%9e%e6%89%91%e5%85%8b%e4%ba%ba%e6%9c%ba%e5%b7%85%e5%b3%b0%e5%af%b9%e5%86%b3%ef%bc%8cai%e5%8d%8a%e7%a8%8b%e9%a2%86%e5%85%88","status":"publish","type":"post","link":"https:\/\/qqovblr.com\/index.php\/2026\/01\/01\/%e7%be%8e%e5%9b%bd%e5%8c%b9%e5%85%b9%e5%a0%a1%e8%b5%8c%e5%9c%ba%e5%be%b7%e5%b7%9e%e6%89%91%e5%85%8b%e4%ba%ba%e6%9c%ba%e5%b7%85%e5%b3%b0%e5%af%b9%e5%86%b3%ef%bc%8cai%e5%8d%8a%e7%a8%8b%e9%a2%86%e5%85%88\/","title":{"rendered":"\u7f8e\u56fd\u5339\u5179\u5821\u8d4c\u573a\u5fb7\u5dde\u6251\u514b\u4eba\u673a\u5dc5\u5cf0\u5bf9\u51b3\uff0cAI\u534a\u7a0b\u9886\u5148"},"content":{"rendered":"<p>\u7531\u4eba\u7c7b\u626e\u6f14\u7684\u73a9\u5bb6\uff0c\u9488\u5bf9\u88ab\u79f0\u4e3a<a href='\/index.php\/2025\/12\/27\/%e4%b8%ad%e5%9b%bd%e9%a1%b6%e5%b0%96%e5%ad%a6%e6%9c%af%e5%9b%a2%e9%98%9f%e8%bf%8e%e6%88%98%e7%be%8e%e5%9b%bd%e6%89%91%e5%85%8bai%ef%bc%8c%e6%9d%8e%e5%bc%80%e5%a4%8d%e7%a7%b0%e8%bf%99%e6%98%af%e6%9c%80\/' title='AI' target='_blank'>AI<\/a>\u73a9\u5bb6\u7684Libratus\u8fdb\u884c\u76f8\u5e94\u6280\u5de7\u7684\u89e3\u91ca\uff0c\u89c6\u9891\u7684\u6765\u6e90\u662fYoutube\uff0c\u5177\u4f53\u65f6\u95f4\u4e3a00:50 \u3002<\/p>\n<p>\u4e00\u573a\u5728<a href='\/index.php\/2026\/01\/01\/%e5%be%b7%e5%b7%9e%e6%89%91%e5%85%8b%e5%ad%a6%e4%b9%a0%e6%8c%87%e5%8d%97%ef%bc%9a%e5%b9%b3%e8%a1%a1%e7%90%86%e8%ae%ba%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bc%8c%e5%bc%80%e5%90%af%e5%ae%9e%e6%88%98%e4%b9%8b\/' title='\u5fb7\u5dde\u6251\u514b' target='_blank'>\u5fb7\u5dde\u6251\u514b<\/a>\u9886\u57df\u5c55\u5f00\u7684\uff0c\u6781\u5177\u6311\u6218\u6027\u7684\u4eba\u673a\u8f83\u91cf\uff0c\u6b63\u5728\u7f8e\u56fd\u5339\u5179\u5821\u7684\u5927\u6cb3\u8d4c\u573a\uff0c\u4e5f\u5c31\u662fRivers Casino\u8fdb\u884c\u3002<\/p>\n<p>\u8fd9\u573a\u540d\u4e3a\uff0cBrains Vs. Artificial Intelligence: Upping the Ante\uff0c\u4e5f\u5c31\u662f\u4eba\u8111\u5927\u6218\u7535\u8111\uff1a\u5347\u7ea7\u7248\u7684\u6bd4\u8d5b\uff0c\u5728\u5f53\u5730\u65f6\u95f41\u670811\u65e5\u5f00\u59cb\uff0c\u4ece\u90a3\u65f6\u8d77\u4e00\u76f4\u6301\u7eed\uff0c\u76f4\u81f31\u670830\u65e5\u3002Jason Lee\u3001Dong Kim\u3001Daniel McAulay\u4ee5\u53caJimmy Chou\u8fd9\u56db\u540d\u9876\u5c16\u4eba\u7c7b\u6251\u514b\u73a9\u5bb6\uff0c\u4e0e\u90a3\u4e2a\u540d\u4e3aLibratus\u7684\u4eba\u5de5\u667a\u80fd\uff0c\u4f1a\u5728\u4e00\u5bf9\u4e00\u65e0\u9650\u6ce8\u5fb7\u6251\u6bd4\u8d5b\u91cc\u5c55\u5f00\u89d2\u9010\uff0c\u8fd9\u573a\u6bd4\u8d5b\u4e00\u5171\u670912\u4e07\u624b\uff0c\u4ed6\u4eec\u5c06\u4e89\u593a\u51a0\u519b\u8363\u8a89\u4ee5\u53ca20\u4e07\u7f8e\u5143\u7684\u5956\u91d1\u3002<\/p>\n<p>\u622a\u6b62\u5230\u4e00\u6708\u4e8c\u5341\u4e09\u65e5\uff0c\u4e5f\u5c31\u662f\u7b2c\u4e5d\u6bd4\u8d5b\u65e5\uff0cLibratus\u51ed\u501f\u56db\u4e07\u4e5d\u5343\u4e8c\u767e\u56db\u5341\u624b\u724c\uff0c\u9886\u5148\u4e86\u56db\u5341\u4e94\u4e07\u4e5d\u5343\u4e00\u767e\u4e94\u5341\u56db\u7f8e\u5143\u7684\u7b79\u7801\u3002\u4f46\u65e0\u8bba\u8fd9\u573a\u6bd4\u8d5b\u7684\u7ed3\u679c\u600e\u6837\uff0c\u201c\u7b2c\u4e00\u4e2a\u6218\u80dc\u4eba\u7c7b\u5fb7\u6251\u9009\u624b\u7684AI\u201d\u8fd9\u4e2a\u79f0\u53f7\u90fd\u4e0d\u4f1a\u8f6e\u5230\u5b83\u3002<\/p>\n<p>\u4eba\u673a\u201c\u534e\u5c71\u8bba\u5251\u201d\uff0cAI\u534a\u7a0b\u9886\u5148<\/p>\n<p>\u5f00\u53d1Libratus\u7684\u4eba\u662f\u7f8e\u56fd\u5361\u5185\u57fa\u6885\u9686\u5927\u5b66\u8ba1\u7b97\u673a\u7cfb\u6559\u6388\u6258\u9a6c\u65af\u00b7\u6851\u5fb7\u970d\u59c6\uff08Tuomas Sandholm\uff09\u4ee5\u53ca\u5176\u7814\u7a76\u751f\u8bfa\u59c6\u00b7\u5e03\u6717\uff08Noam Brown\uff09\u3002\u6851\u5fb7\u970d\u59c6\u8eab\u4e3a<a href='\/index.php\/2025\/12\/31\/%e5%be%b7%e5%b7%9e%e6%89%91%e5%85%8baa%e8%b7%9f%e6%b3%a8%e6%9c%89%e5%95%a5%e5%a5%97%e8%b7%af%ef%bc%9f%e8%ae%a9%e7%89%8c%e5%bc%83%e7%89%8c%e8%83%8c%e5%90%8e%e7%9a%84%e7%a7%98%e5%af%86%e6%8f%ad%e6%99%93\/' title='\u535a\u5f08\u8bba' target='_blank'>\u535a\u5f08\u8bba<\/a>\u4e0e\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u4e13\u5bb6\uff0c\u89c9\u5f97\u5728\u4eba\u5de5\u667a\u80fd\u53d1\u8d77\u7684\u653b\u52bf\u4e4b\u4e0b\uff0c\u4eba\u7c7b\u80fd\u591f\u957f\u65f6\u95f4\u575a\u6301\u5b88\u4f4f\u6251\u514b\u9635\u5730\uff0c\u8fd9\u662f\u975e\u5e38\u4e86\u4e0d\u8d77\u7684 \u3002<\/p>\n<p>\u5728\u5fb7\u5dde\u6251\u514b\u4eba\u673a\u5927\u6218\u7684\u5386\u7a0b\u91cc\uff0c\u8fd9\u5e76\u975e\u6851\u5fb7\u970d\u59c6\u5934\u4e00\u56de\u9a71\u4f7f\u4ed6\u7684AI\u5927\u5c06\u53c2\u4e0e\u5176\u4e2d\u30022016\u5e744\u670824\u65e5\uff0c\u4e8e\u5339\u5179\u5821\u7684\u5927\u6cb3\u8d4c\u573a\u5c55\u5f00\u89d2\u9010\uff0c\u5c31\u5728\u6b64\u5730\uff0c\u6851\u5fb7\u970d\u59c6\u56e2\u961f\u6240\u7814\u53d1\u7684\u4eba\u5de5\u667a\u80fdClaudico\u5f00\u542f\u4e86\u8fde\u7eed\u4e24\u5468\u7684\u65e0\u9650\u6ce8\u5fb7\u5dde\u6251\u514b\u6bd4\u8d5b\u3002\u5728\u6b64\u8fc7\u7a0b\u4e2d\uff0cClaudico\u8f6e\u6d41\u4e0e\u56db\u540d\u8dfb\u8eab\u4e16\u754c\u524d\u5341\u7684\u9876\u5c16\u6251\u514b\u9009\u624b\u5355\u6311\uff0c\u8fd9\u56db\u4f4d\u9009\u624b\u5206\u522b\u662f\u9053\u683c\u00b7\u6ce2\u5c14\u514b\u3001\u8463\u91d1\u3001\u6bd4\u7ea6\u6069\u00b7\u674e\u548c\u8d3e\u68ee\u00b7\u83b1\u65af\uff0c\u5355\u6311\u56de\u5408\u6570\u8fbe\u523080000\u56de\u5408\uff0c\u6700\u7ec8Claudico\u6392\u540d\u7b2c\u56db\u30025\u67087\u65e5\uff0c\u6bd4\u8d5b\u7ed3\u675f\u3002\u6700\u7ec8\u7684\u6392\u540d\u987a\u5e8f\u4e3a\uff0c\u699c\u9996\u662fBjorn Li\uff0c\u5176\u5171\u8ba1\u8d62\u5f97529033\u7f8e\u5143\uff0c\u7b2c\u4e8c\u540d\u662fDoug Polk\uff0c\u4ed6\u8d62\u5f97213671\u7f8e\u5143\uff0c\u7b2c\u4e09\u540d\u662fDong Kim\uff0c\u5176\u8d62\u5f9770491\u7f8e\u5143\uff0cJason Les\u4ee580482\u7f8e\u5143\u7684\u5dee\u8ddd\u6392\u5728AI\u4e4b\u540e \u3002<\/p>\n<p>\u5728\u66f4\u65e9\u7684\u65f6\u5019\uff0c\u662f2015\u5e747\u6708\uff0c\u6851\u5fb7\u970d\u59c6\u6709\u7740\u4eba\u5de5\u667a\u80fdTartanian\uff0c\u5b83\u4e8e\u8ba1\u7b97\u673a\u65e0\u9650\u6ce8\u5fb7\u5dde\u6251\u514b\u6bd4\u8d5b\u91cc\uff0c\u8ba9\u5168\u573a\u7684\u6280\u827a\u90fd\u900a\u8272\u4e8e\u5b83\uff0c\u3002<\/p>\n<p>\u8fd9\u6b21\u767b\u573a\u7684Libratus\u5fc5\u7136\u8981\u6bd4\u8d77\u53bb\u5e74\u906d\u53d7\u5931\u8d25\u7684Claudico\u201c\u80fd\u529b\u66f4\u4e3a\u6df1\u539a\u201d\u3002\u6851\u5fb7\u970d\u59c6\u9488\u5bf9\u4e8e\u6b64\u6240\u505a\u51fa\u7684\u4f18\u5316\u4e3b\u8981\u662f\u8fd0\u7528\u4e86\u4e00\u79cd\u5168\u65b0\u7684\u5e73\u8861\u8fd1\u4f3c\u65b9\u5f0f\uff0c\u4ee5\u53ca\u5728\u540e\u671f\u724c\u5c40\u91cc\u5256\u6790\u53ef\u80fd\u51fa\u73b0\u7ed3\u679c\u7684\u51e0\u79cd\u5168\u65b0\u65b9\u5f0f\u3002<\/p>\n<p>\u5f53\u524d\u8d5b\u7a0b\u5df2\u7136\u8fc7\u534a\uff0cLibratus\u9886\u5148\u7740\u56db\u4f4d\u4eba\u7c7b\u804c\u4e1a\u73a9\u5bb6\uff0c\u5176\u7b79\u7801\u591a\u8fbe46\u4e07\u7f8e\u5143\uff0c\u867d\u8bf4\u8fd8\u4e0d\u80fd\u8bb2\u662f\u7a33\u64cd\u80dc\u5238\uff0c\u53ef\u81f3\u5c11\u4e5f\u662f\u5177\u5907\u8f83\u5927\u80dc\u7b97\u7684 \u3002<\/p>\n<p>\u672c\u53ef\u6210\u4e3a\u7b2c\u4e00\u4e2a\u6218\u80dc\u4eba\u7c7b\u6251\u514b\u9009\u624b\u7684AI\uff0c\u6708\u521d\u60e8\u906d\u622a\u80e1<\/p>\n<p>\u6851\u5fb7\u970d\u59c6\u4e3a\u8fd9\u573a\u5728\u5fb7\u6251\u9886\u57df\u5c55\u5f00\u7684\u3001\u88ab\u79f0\u5f97\u4e0a\u4eba\u673a\u201c\u534e\u5c71\u8bba\u5251\u201d\u7684\u6bd4\u8bd5\uff0c\u5df2\u7ecf\u8425\u9020\u58f0\u52bf\u5f88\u957f\u65f6\u95f4\u4e86\uff0c\u539f\u672c\u662f\u60f3\u7740\u5927\u529b\u63a8\u5d07Libratus\uff0c\u8ba9\u5b83\u6210\u4e3a\u5728\u5386\u53f2\u4e0a\u9996\u4e2a\u80fd\u591f\u6218\u80dc\u4eba\u7c7b\u73a9\u5bb6\u7684\u5fb7\u6251AI\uff0c\u53ef\u662f\uff0c\u8fd9\u4efd\u8363\u8a89\u5728\u672c\u6708\u6708\u521d\u7684\u65f6\u5019\uff0c\u5374\u975e\u5e38\u4e0d\u5e78\u5730\u88ab\u522b\u4eba\u62a2\u5148\u83b7\u5f97\u4e86\u3002<\/p>\n<p>1\u6708\u521d\uff0c\u670910\u4f4d\u6765\u81ea\u52a0\u62ff\u5927\u4ee5\u53ca\u6377\u514b\u7684\u79d1\u5b66\u5bb6\uff0c\u5728\u9884\u5370\u672c\u7f51\u7ad9arXiv\u4e0a\u8f7d\u4e86\u4e00\u7bc7\u8bba\u6587\uff0c\u8fd9\u7bc7\u8bba\u6587\u9898\u4e3a\u300aDeepStack\uff1a\u65e0\u9650\u6ce8\u5fb7\u6251\u7684\u4e13\u4e1a\u7ea7\u4eba\u5de5\u667a\u80fd\u73a9\u5bb6\u300b\uff0c\u8be5\u8bba\u6587\u4ecb\u7ecd\u4e86\u4e00\u79cd\u65b0\u7b97\u6cd5DeepStack\uff0c\u8fd9\u79cd\u65b0\u7b97\u6cd5\u80fd\u591f\u5728\u4e00\u5bf9\u4e00\u65e0\u9650\u6ce8\u5fb7\u5dde\u6251\u514b\u5f53\u4e2d\u51fb\u8d25\u4eba\u7c7b\u73a9\u5bb6\uff0cDeepStack\u5177\u6709\u51fa\u724c\u65f6\u5019\u7684\u201c\u76f4\u89c9\u201d\uff0c\u5728\u8fd0\u7528\u6df1\u5ea6\u5b66\u4e60\uff0c\u5e76\u4e14\u53cd\u590d\u8fdb\u884c\u81ea\u6211\u535a\u5f08\u4e4b\u540e\uff0cDeepStack\u5b66\u4f1a\u4e86\u5728\u6bcf\u4e00\u4e2a\u5177\u4f53\u60c5\u5883\u51fa\u73b0\u4e4b\u9645\u8fdb\u884c\u63a8\u7406\u3002\u8fd9\u6781\u5176\u8d34\u8fd1\u4eba\u7c7b\u73a9\u5bb6\u7684\u90a3\u79cd\u201c\u724c\u611f\u201d\uff0c\u4e5f\u5c31\u662f\u5728\u90a3\u4e2a\u5f53\u524d\u6240\u78b0\u5230\u5f97\u60c5\u51b5\u4e0b\u53bb\u5bf9\u4e2a\u4eba\u624b\u4e2d\u724c\u9762\u5927\u5c0f\u4ea7\u751f\u7684\u611f\u89c9\uff0c\u7136\u540e\u636e\u6b64\u505a\u51fa\u76f8\u5e94\u7684\u51b3\u7b56\u3002\u7531\u4e8e\u6851\u5fb7\u970d\u59c6\u65e9\u5c31\u5df2\u7ecf\u5c31\u4ed6\u81ea\u8eab\u7684\u6bd4\u8d5b\u65f6\u95f4\u8868\u5411\u5929\u4e0b\u662d\u544a\u4e86\uff0c\u6240\u4ee5\u4e1a\u754c\u5e7f\u6cdb\u89c9\u5f97\u52a0\u62ff\u5927\u4ee5\u53ca\u6377\u514b\u7684\u8fd9\u4e2a\u56e2\u961f\u5728\u6bd4\u8d5b\u5c31\u8981\u5f00\u59cb\u4e4b\u524d\u4e0a\u4f20\u8bba\u6587\uff0c\u662f\u6545\u610f\u5b58\u5fc3\u5f04\u7684\u201c\u622a\u80e1\u201d\u884c\u4e3a\u3002<\/p>\n<p>2016\u5e7411\u67087\u65e5\uff0c\u8be5\u56e2\u961f\u9080\u8bf7\u4e86\u6765\u81ea17\u4e2a\u56fd\u5bb6\u768433\u540d\u4e13\u4e1a\u6251\u514b\u9009\u624b\u6311\u6218DeepStack\uff0c12\u670812\u65e5\u4e4b\u65f6\uff0c\u6b64\u6b21\u6311\u6218\u5728\u8fd9\u671f\u95f4\u91cc\u5171\u8fdb\u884c\u4e8644852\u6b21\u8f83\u91cf \uff0cDeepStack\u6210\u4e3a\u4e86\u9996\u4e2a\u5728\u4e00\u5bf9\u4e00\u65e0\u9650\u6ce8\u5fb7\u6251\u4e2d\u6218\u80dc\u4eba\u7c7b\u73a9\u5bb6\u7684\u4eba\u5de5\u667a\u80fd\uff0c\u5e76\u4e14\u5e73\u5747\u80dc\u7387\u8fbe\u5230\u4e86492mbb\/g\uff08milli-big-blinds per game\uff0c\u4e00\u822c\u804c\u4e1a\u73a9\u5bb6\u8ba4\u4e3a50mbb\/g\u662f\u4e2a\u95e8\u69db\uff09 \u3002<\/p>\n<p>\u5373\u4fbfLibratus\u6ca1\u80fd\u62e5\u6709\u201c\u5386\u53f2\u5934\u4e00\u4e2a\u201d\u8fd9\u4e2a\u79f0\u8c13\uff0c\u7136\u800c\u6851\u5fb7\u970d\u59c6\u89c9\u5f97Libratus\u906d\u9047\u7684\u5bf9\u624b\u6bd4Deepstack\u5389\u5bb3\u5f97\u591a\uff0c\u5e76\u4e14\u4ea4\u6218\u7684\u56de\u5408\u6570\u91cf\u4e5f\u66f4\u591a\uff0c\u6240\u4ee5\u5728\u6570\u636e\u65b9\u9762\u66f4\u6709\u663e\u8457\u6027\u3002<\/p>\n<p>\u4eba\u7c7b\u5728\u6251\u514b\u9635\u5730\u4e0a\u4e3a\u4f55\u575a\u6301\u5f97\u6bd4\u56f4\u68cb\u4e45\uff1f<\/p>\n<p>\u5e76\u4e0d\u662f\u65b0\u9c9c\u4e8b\u7684\u662f\uff0c\u4eba\u7c7b\u5728\u73a9\u6e38\u620f\u8fd9\u4ef6\u4e8b\u4e0a\u73a9\u4e0d\u8fc7\u4eba\u5de5\u667a\u80fd\u3002\u81ea2016\u5e743\u6708\u963f\u5c14\u6cd5\u72d7\u6311\u843d\u4e16\u754c\u51a0\u519b\u674e\u4e16\u77f3\u4e4b\u540e\uff0c\u4eba\u7c7b\u5728\u68cb\u7c7b\u9886\u57df\u5df2\u7ecf\u5168\u9762\u6ca6\u9677\u3002\u90a3\u4e48\uff0c\u6251\u514b\u4e3a\u4f55\u4f1a\u5728\u68cb\u7c7b\u6bd4\u8d5b\u4e4b\u540e\u6ca6\u9677\uff0c\u4eba\u5de5\u667a\u80fd\u653b\u514b\u6251\u514b\u7684\u7279\u522b\u610f\u4e49\u53c8\u5728\u4f55\u5904\u5462\u3002<\/p>\n<p>\u8fd9\u4e3b\u8981\u662f\u7531\u4e8e\uff0c\u5728\u4e4b\u524d\u768420\u5e74\u65f6\u95f4\u91cc\uff0c\u88ab\u4eba\u5de5\u667a\u80fd\u653b\u7834\u7684\u897f\u6d0b\u53cc\u9646\u68cb\u3001\u8df3\u68cb\u3001\u56fd\u9645\u8c61\u68cb\u4ee5\u53ca\u56f4\u68cb\uff0c\u7686\u662f\u201c\u5b8c\u7f8e\u4fe1\u606f\u201d\u7c7b\u6e38\u620f\uff0c\u5728\u8fd9\u4e9b\u6e38\u620f\u91cc\uff0c\u6240\u6709\u73a9\u5bb6\u80fd\u591f\u83b7\u53d6\u7684\u786e\u5b9a\u6027\u4fe1\u606f\u662f\u5448\u5bf9\u79f0\u72b6\u6001\u7684\u3002\u4eba\u5de5\u667a\u80fd\u653b\u514b\u8fd9\u4e9b\u6e38\u620f\u6240\u9762\u4e34\u7684\u96be\u5ea6\uff0c\u4e3b\u8981\u662f\u7531\u6e38\u620f\u5f53\u4e2d\u9700\u8981\u505a\u51fa\u7684\u51b3\u7b56\u70b9\u7684\u6570\u91cf\u6765\u51b3\u5b9a\u7684\uff0c\u800c\u8fd9\u53c8\u51b3\u5b9a\u4e86\u8ba1\u7b97\u673a\u6240\u9700\u4ed8\u51fa\u7684\u8ba1\u7b97\u91cf\u3002\u56f4\u68cb\u5728\u4e0a\u8ff0\u51e0\u79cd\u68cb\u7c7b\u91cc\u9762\uff0c\u662f\u51b3\u7b56\u70b9\u6570\u91cf\u6700\u591a\u7684\uff0c\u6240\u4ee5\u4e5f\u662f\u6700\u540e\u7531\u4eba\u5de5\u667a\u80fd\u638c\u63e1\u7684\u3002\u4e00\u76d8\u56f4\u68cb\u6e38\u620f\u5927\u6982\u5305\u542b\u670910\u7684170\u6b21\u65b9\u4e2a\u51b3\u7b56\u70b9\u3002<\/p>\n<p>\u8ba1\u7b97\u673a\u4e4b\u7236\u51af\u00b7\u8bfa\u4f9d\u66fc\u8bb2\u8fc7\uff0c\u201c\u73b0\u5b9e\u4e16\u754c\u5e76\u975e\u5982\u6b64\uff0c\u73b0\u5b9e\u4e16\u754c\u5b58\u6709\u8bf8\u591a\u8d4c\u6ce8\u3001\u4e00\u4e9b\u5e26\u6709\u6b3a\u9a97\u6027\u8d28\u7684\u6218\u672f\uff0c\u8fd8\u5173\u8054\u5230\u4f60\u4f1a\u53bb\u601d\u7d22\u522b\u4eba\u4f1a\u89c9\u5f97\u4f60\u5c06\u4f1a\u505a\u4e9b\u4ec0\u4e48\u3002\u201d\u5fb7\u5dde\u6251\u514b\u4e43\u662f\u8fd9\u6837\u4e00\u79cd\u66f4\u8d34\u8fd1\u73b0\u5b9e\u4e16\u754c\u7684\u6e38\u620f\uff0c\u73a9\u5bb6\u4ec5\u80fd\u628a\u63a7\u81ea\u5df1\u624b\u4e2d\u7684\u724c\uff0c\u501f\u7531\u8fd9\u79cd\u975e\u5bf9\u79f0\u7684\u4fe1\u606f\u53bb\u548c\u5bf9\u624b\u5c55\u5f00\u535a\u5f08\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u5373\u4fbf\u4e00\u5bf9\u4e00\u65e0\u9650\u6ce8\u5fb7\u6251\u6e38\u620f\u91cc\u6709\u774010\u7684160\u6b21\u65b9\u4e2a\u51b3\u7b56\u8981\u70b9\uff0c\u6570\u91cf\u6bd4\u56f4\u68cb\u5c11\uff0c\u7136\u800c\u5b83\u5374\u5bf9\u4eba\u5de5\u667a\u80fd\u7684\u63a8\u7406\u672c\u9886\u7ed9\u51fa\u4e86\u66f4\u9ad8\u7684\u9700\u6c42 \u3002<\/p>\n<p>\u300a\u9ebb\u7701\u7406\u5de5\u79d1\u6280\u8bc4\u8bba\u300b\uff08MIT Technology Review\uff09\u5bf9\u6b64\u4f5c\u51fa\u8bc4\u4ef7\uff0c\u79f0\u8981\u662fLibratus\u6700\u7ec8\u5728\u8fd9\u573a\u8d5b\u4e8b\u4e2d\u53d6\u5f97\u80dc\u5229\uff0c\u90a3\u5c06\u4f1a\u662f\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u4e00\u4ef6\u5927\u76db\u4e8b\u3002\u4eba\u5de5\u667a\u80fd\u5728\u6b64\u4e4b\u524d\u5df2\u88ab\u8bc1\u5b9e\u975e\u5e38\u96be\u4ee5\u53bb\u6a21\u4eff\u4eba\u7c7b\u5728\u6251\u514b\u6e38\u620f\u91cc\u6240\u5c55\u73b0\u51fa\u7684\u8fd0\u52a8\u63a8\u7406\u4ee5\u53ca\u667a\u529b\u3002\u6251\u514b\u4e0e\u8df3\u68cb\u3001\u56fd\u9645\u8c61\u68cb\u3001\u56f4\u68cb\u5b58\u5728\u672c\u8d28\u4e0a\u7684\u5dee\u5f02\uff0c\u539f\u56e0\u5728\u4e8e\u6251\u514b\u662f\u4e00\u79cd\u201c\u4e0d\u5b8c\u7f8e\u4fe1\u606f\u201d\u7684\u6e38\u620f\u5fb7\u4fe1\u7ade\u6280\uff0c\u5728\u6574\u4e2a\u6e38\u620f\u8fc7\u7a0b\u5f53\u4e2d\uff0c\u5bf9\u624b\u624b\u4e2d\u7684\u724c\u9762\u59cb\u7ec8\u662f\u672a\u77e5\u7684\u3002\u4e8e\u662f\uff0c\u4f9d\u636e\u6240\u6709\u5bf9\u624b\u6709\u53ef\u80fd\u51fa\u73b0\u7684\u8def\u5f84\uff0c\u8fdb\u800c\u7ed9\u51fa\u6700\u4e3a\u7406\u60f3\u7684\u51fa\u724c\u7b56\u7565\uff0c\u8fd9\u662f\u4e00\u9879\u6781\u4e3a\u590d\u6742\u7684\u8fd0\u7b97\uff0c\u5e76\u4e14\u5728\u65e0\u9650\u6ce8\u5fb7\u6251\u5c40\u91cc\uff0c\u5bf9\u624b\u80fd\u591f\u5728\u539f\u5219\u89c4\u5b9a\u7684\u8303\u56f4\u5185\uff0c\u6dfb\u52a0\u4efb\u610f\u989d\u5ea6\u7684\u6ce8\uff0c\u8fd9\u6beb\u65e0\u7591\u95ee\u53c8\u6781\u5927\u5730\u589e\u52a0\u4e86\u6311\u6218\u6027\u3002<\/p>\n<p>AI\u7684\u90a3\u4e9b\u5f00\u53d1\u8005\u4eec\uff0c\u8fd0\u7528\u4e86\u535a\u5f08\u8bba\u4ee5\u53ca\u6218\u7565\u51b3\u7b56\u7406\u8bba\uff0c\u5728\u90a3\u79cd\u5145\u6ee1\u4e0d\u786e\u5b9a\u6027\u7684\u60c5\u666f\u5f53\u4e2d\uff0c\u53bb\u627e\u5230\u6700\u4f73\u7b56\u7565\uff0c\u4e5f\u5c31\u662f\u6240\u8c13\u7684\u201c\u5747\u8861\u201d\u3002\u7531\u4e8e\u60c5\u5883\u91cc\u6d89\u53ca\u4e86\u592a\u591a\u7684\u53ef\u80fd\u6027\uff0c\u6240\u4ee5\u5f00\u53d1\u8005\u4eec\u6216\u591a\u6216\u5c11\u90fd\u5f97\u91c7\u7528\u4e00\u4e9b\u8fd1\u4f3c\u7684\u624b\u6cd5\u3002<\/p>\n<p>\u5411\u4ee5\u767e\u5ea6\u9996\u5e2d\u79d1\u5b66\u5bb6\u8eab\u4efd\u4e3a\u4eba\u6240\u77e5\u7684\u5434\u6069\u8fbe\uff08Andrew Ng\uff09\u8bb2\u4e86\u8fd9\u4e48\u4e00\u756a\u8bdd\uff0c\u5176\u5185\u5bb9\u4e3a\uff0c\u201c\u6251\u514b\u5c5e\u4e8e\u4eba\u5de5\u667a\u80fd\u5728\u653b\u514b\u96be\u5ea6\u65b9\u9762\u4f4d\u5c45\u524d\u5217\u7684\u6e38\u620f\u79cd\u7c7b\u5f53\u4e2d\u7684\u4e00\u79cd\u3002\u5728\u6bcf\u4e00\u6b65\u9aa4\u91cc\u4e0d\u5b58\u5728\u90a3\u79cd\u88ab\u79f0\u4f5c\u6700\u4f18\u89e3\u7684\u60c5\u51b5\uff0c\u4eba\u5de5\u667a\u80fd\u9700\u8981\u53bb\u91c7\u7528\u5177\u6709\u968f\u673a\u6027\u7684\u7b56\u7565\uff0c\u5982\u6b64\u4e00\u6765\u5728\u5b83\u5b9e\u65bd\u8bc8\u552c\u884c\u4e3a\u7684\u65f6\u5019\u5bf9\u65b9\u624d\u4f1a\u5904\u4e8e\u96be\u4ee5\u5224\u65ad\u51c6\u786e\u7684\u72b6\u6001\u4e4b\u4e2d\u3002\u201d\u3002<\/p>\n<p>\u8bc8\u552c\uff0c\u4e5f\u5c31\u662f bluff\uff0c\u662f\u5fb7\u5dde\u6251\u514b\u91cc\u4e00\u79cd\u7ecf\u5178\u7684\u7b56\u7565\uff0c\u5b83\u5f62\u8c61\u5730\u5c55\u73b0\u51fa\u6251\u514b\u6e38\u620f\u7684\u201c\u5fc3\u7406\u535a\u5f08\u201d\u7279\u70b9\uff0c\u5373\u5f53\u624b\u4e0a\u6301\u6709\u724c\u5e76\u975e\u8db3\u591f\u5927\u65f6\uff0c\u5374\u4f9d\u65e7\u6545\u4f5c\u58f0\u52bf\u5730\u8fdb\u884c\u52a0\u6ce8\uff0c\u76ee\u7684\u5728\u4e8e\u5413\u9000\u5bf9\u624b\u3002\u4e3a\u4e86\u8fbe\u6210\u826f\u597d\u7684\u8bc8\u552c\u6210\u6548\uff0c\u73a9\u5bb6\u7684\u4e0b\u6ce8\u7b56\u7565\u5f97\u5177\u5907\u8db3\u591f\u7684\u968f\u673a\u6027\uff0c\u4ee5\u6b64\u514d\u5f97\u88ab\u5bf9\u624b\u6478\u900f\u5957\u8def\u3002\u8001\u662f\u8bc8\u552c\u7684\u4eba\u4ee5\u53ca\u4ece\u4e0d\u8bc8\u552c\u7684\u4eba\u90fd\u7b97\u4e0d\u4e0a\u662f\u4f18\u79c0\u7684\u5fb7\u6251\u73a9\u5bb6\u3002<\/p>\n<p>\u5982\u540c\u80af\u5c3c\u00b7\u7f57\u6770\u65af\u6b4c\u8bcd\u91cc\u6240\u8bf4\u7684\u90a3\u822c\uff0c\u201c\u4e00\u4f4d\u8d4c\u5f92\u5f97\u6e05\u695a\u4f55\u65f6\u5e94\u5f53\u8ddf\u724c\uff0c\u4f55\u65f6\u5e94\u8be5\u5f03\u724c\u201d \u3002\u5e76\u4e14\u5728\u8fd9\u6b21\u4eba\u673a\u5927\u6218\u91cc\uff0c\u597d\u4e9b\u4eba\u7c7b\u73a9\u5bb6\u5df2\u7136\u53d1\u89c9Libratus\u6781\u64c5\u957f\u8bc8\u552c\u4e14\u4e0d\u88ab\u8bc8\u552c\u5566\u3002<\/p>\n<p>\u300a\u9ebb\u7701\u7406\u5de5\u79d1\u6280\u8bc4\u8bba\u300b\u6709\u6240\u63d0\u53ca\uff0c\u90a3\u7528\u4e8e\u5f00\u53d1\u66f4\u4e3a\u806a\u660e\u7684\u5fb7\u6251\u673a\u5668\u4eba\u7684\u6280\u672f\u5b58\u5728\u7740\u8bf8\u591a\u5b9e\u9645\u7528\u9014\uff0c\u5728\u6b64\u4e4b\u524d\uff0c\u535a\u5f08\u8bba\u88ab\u8fd0\u7528\u5728\u4e86\u5e72\u6270\u653b\u51fb\u65b9\u9762\uff0c\u535a\u5f08\u8bba\u88ab\u8fd0\u7528\u5728\u4e86\u7f51\u7edc\u5b89\u5168\u9886\u57df\uff0c\u535a\u5f08\u8bba\u88ab\u8fd0\u7528\u5728\u4e86\u51fa\u79df\u8f66\u81ea\u52a8\u9a7e\u9a76\u8303\u7574\uff0c\u535a\u5f08\u8bba\u88ab\u8fd0\u7528\u5728\u4e86\u673a\u5668\u4eba\u89c4\u5212\u7684\u7814\u7a76\u5f53\u4e2d\uff0c\u800c\u8fd9\u4e9b\u7814\u7a76\u5747\u6d89\u53ca\u4e0d\u5b8c\u7f8e\u4fe1\u606f\u60c5\u5883\u91cc\u9762\u7684\u51b3\u7b56\u5236\u5b9a\u3002<\/p>\n<p>\u7136\u800c\uff0c\u7eb5\u4f7f\u5f97\u80dc\u7684\u662fLibratus\u8fd9\u4e00\u56de\uff0c\u4eba\u7c7b\u5728\u724c\u684c\u8ddf\u524d\u4f9d\u65e7\u4f1a\u5360\u6709\u4e00\u4e2a\u4f4d\u7f6e\uff0cLibratus\u4ee5\u53ca\u5b83\u6240\u4ee3\u8868\u7684\u4eba\u5de5\u667a\u80fd\u65b9\u9762\u7684\u6280\u672f\uff0c\u8fd8\u6ca1\u529e\u6cd5\u53bb\u5904\u7406\u591a\u4eba\u65e0\u9650\u6ce8\u5fb7\u6251\u7684\u7ade\u8d5b \u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u56db\u540d\u9876\u5c16\u4eba\u7c7b\u5fb7\u6251\u73a9\u5bb6\uff0c\u52a0\u4e0a\u4e00\u4e2a\u540d\u4e3aLibratus\u7684\u4eba\u5de5\u667a\u80fd\uff0c\u6b63\u5728\u5339\u5179\u5821\u7684\u5927\u6cb3\u8d4c\u573a\u8fdb\u884c\u5dc5\u5cf0\u5bf9\u51b3\u3002\u4ed6\u4eec\u5c06\u5728\u603b\u517112\u4e07\u624b\u7684\u4e00\u5bf9\u4e00\u65e0\u9650\u6ce8\u5fb7\u6251\u6bd4\u8d5b\u4e2d\u89d2\u901020\u4e07\u7f8e\u5143\u5956\u91d1\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[225,1684,840,669,2994],"class_list":["post-2554","post","type-post","status-publish","format-standard","hentry","category-pkxw","tag-ai","tag-1684","tag-840","tag-669","tag-2994"],"_links":{"self":[{"href":"https:\/\/qqovblr.com\/index.php\/wp-json\/wp\/v2\/posts\/2554","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/qqovblr.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/qqovblr.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/qqovblr.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/qqovblr.com\/index.php\/wp-json\/wp\/v2\/comments?post=2554"}],"version-history":[{"count":0,"href":"https:\/\/qqovblr.com\/index.php\/wp-json\/wp\/v2\/posts\/2554\/revisions"}],"wp:attachment":[{"href":"https:\/\/qqovblr.com\/index.php\/wp-json\/wp\/v2\/media?parent=2554"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/qqovblr.com\/index.php\/wp-json\/wp\/v2\/categories?post=2554"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/qqovblr.com\/index.php\/wp-json\/wp\/v2\/tags?post=2554"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}