{"id":6659,"date":"2026-01-13T02:05:45","date_gmt":"2026-01-12T18:05:45","guid":{"rendered":"https:\/\/yiqihuijia.com.cn\/index.php\/2026\/01\/13\/%e4%b8%93%e8%ae%bf%e5%be%b7%e5%b7%9e%e6%89%91%e5%85%8b%e7%ae%97%e6%b3%95%e5%b9%95%e5%90%8ecmu%e5%8d%9a%e5%a3%abbrown%ef%bc%9aai%e6%80%8e%e6%a0%b7%e6%89%93%e8%b4%a5%e9%a1%b6%e7%ba%a7%e7%89%8c%e6%89%8b\/"},"modified":"2026-01-13T02:05:45","modified_gmt":"2026-01-12T18:05:45","slug":"%e4%b8%93%e8%ae%bf%e5%be%b7%e5%b7%9e%e6%89%91%e5%85%8b%e7%ae%97%e6%b3%95%e5%b9%95%e5%90%8ecmu%e5%8d%9a%e5%a3%abbrown%ef%bc%9aai%e6%80%8e%e6%a0%b7%e6%89%93%e8%b4%a5%e9%a1%b6%e7%ba%a7%e7%89%8c%e6%89%8b","status":"publish","type":"post","link":"https:\/\/qqovblr.com\/index.php\/2026\/01\/13\/%e4%b8%93%e8%ae%bf%e5%be%b7%e5%b7%9e%e6%89%91%e5%85%8b%e7%ae%97%e6%b3%95%e5%b9%95%e5%90%8ecmu%e5%8d%9a%e5%a3%abbrown%ef%bc%9aai%e6%80%8e%e6%a0%b7%e6%89%93%e8%b4%a5%e9%a1%b6%e7%ba%a7%e7%89%8c%e6%89%8b\/","title":{"rendered":"\u4e13\u8bbf\u5fb7\u5dde\u6251\u514b\u7b97\u6cd5\u5e55\u540eCMU\u535a\u58ebBrown\uff1aAI\u600e\u6837\u6253\u8d25\u9876\u7ea7\u724c\u624b\uff1f"},"content":{"rendered":"<p><img src='\/wp-content\/uploads\/2026\/01\/1768241144477_0.jpg' alt='\u5fb7\u5dde\u6251\u514b \u767e\u4eba\u5927\u6218_\u5361\u8010\u57fa\u6885\u9686\u5927\u5b66AI\u7814\u7a76_AI\u6251\u514bLibratus\u5bf9\u6218\u4eba\u7c7b\u73a9\u5bb6' \/><\/p>\n<p>\u4e0a\u4e2a\u6708\uff0c\u4e3e\u884c\u4e86\u5355\u6311\u65e0\u9650\u6ce8<a href='\/index.php\/2026\/01\/13\/%e5%ba%95%e6%b1%a0%e9%99%90%e6%b3%a8%e5%be%b7%e5%b7%9e%e6%89%91%e5%85%8b%e8%a7%84%e5%88%99%e6%98%af%e4%bb%80%e4%b9%88%ef%bc%9f%e5%be%b7%e5%b7%9e%e6%89%91%e5%85%8b%e7%89%8c%e5%b1%80%e5%9f%ba%e7%a1%80\/' title='\u5fb7\u5dde\u6251\u514b' target='_blank'>\u5fb7\u5dde\u6251\u514b<\/a>\u4eba\u673a\u5bf9\u6218\uff0c\u6b64\u5bf9\u6218\u4e2d\uff0c\u5361\u8010\u57fa\u6885\u9686\u5927\u5b66\u5c06<a href='\/index.php\/2026\/01\/07\/%e6%9c%80%e5%bc%ba%e5%be%b7%e5%b7%9e%e6%89%91%e5%85%8bai%e8%8e%b7%e4%b8%a4%e5%b9%b41000%e4%b8%87%e7%be%8e%e5%85%83%e5%90%88%e5%90%8c%ef%bc%8c%e5%8a%a0%e5%85%a5%e7%be%8e%e5%9b%bd%e5%9b%bd%e9%98%b2\/' title='AI' target='_blank'>AI<\/a>\u7a0b\u5e8f<a href='\/index.php\/2025\/12\/31\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%87%ad%e7%9b%b4%e8%a7%89%e6%88%98%e8%83%9c%e4%b8%ad%e5%9b%bd%e5%be%b7%e5%b7%9e%e6%89%91%e5%85%8b%e8%81%8c%e4%b8%9a%e7%8e%a9%e5%ae%b6%ef%bc%8c%e5%92%8b%e5%81%9a\/' title='Libratus' target='_blank'>Libratus<\/a>\u7814\u53d1\u4e86\u51fa\u6765\uff0c\u8be5\u7a0b\u5e8f\u6709\u6bcf100\u624b14\u500d\u5927\u76f2\u7684\u6210\u7ee9\uff0c\u8fd9\u91cc\u768414\u500d\u5927\u76f2\u7f29\u5199\u4e3a14bb\/100\uff0c\u610f\u601d\u662f\u73a9100\u624b\u724c\uff0c\u5e73\u5747\u80fd\u8d62\u5bf9\u624b14\u500d\u5927\u76f2\u6ce8\uff0c\u5b83\u5b8c\u80dc\u4e86\u4e16\u754c\u7ea7\u4eba\u7c7b\u73a9\u5bb6\u56e2\u961f\uff0c\u8fd9\u8ba9\u6240\u6709\u5728\u573a\u4eba\u5458\u90fd\u611f\u5230\u9707\u60ca\u4e86\u3002<\/p>\n<p>\u8fd9\u573a\u6bd4\u8d5b\u603b\u5171\u6253\u4e8612\u4e07\u624b\uff0c\u6700\u7ec8Libratus\u83b7\u53d6\u4e861,776,250\u4e2a\u7b79\u7801\uff0c\u5dee\u4e0d\u591a\u662f90\u4e2a\u4e70\u5165\u3002\u867d\u8bf4\u4eba\u7c7b\u73a9\u5bb6\u8f93\u5f97\u5f88\u60e8\uff0c\u5e78\u8fd0\u7684\u662f\u4ed6\u4eec\u65e0\u9700\u771f\u7684\u81ea\u5df1\u638f\u94b1\u628a\u8f93\u6389\u7684\u94b1\u7ed9\u8d62\u5bb6Libratus\uff0c\u5c3d\u7ba1\u4ed6\u4eec\u524d\u6765\u53c2\u4e0e\u8fd9\u573a\u5bf9\u6218\u4e5f\u662f\u8981\u7f34\u7eb3\u8d39\u7528\u7684\u3002<\/p>\n<p>\u6709\u4e00\u6b3e\u540d\u4e3aLibratus\u7684\uff0c\u88ab<a href='\/index.php\/2026\/01\/12\/%e5%ad%a6%e6%9c%af%e7%95%8c-%e7%ac%94%e8%ae%b0%e6%9c%ac%e7%94%b5%e8%84%91%e5%87%bb%e8%b4%a5%e8%b6%85%e7%ba%a7%e8%ae%a1%e7%ae%97%ef%bc%9acmu-%e5%86%b7%e6%89%91%e5%85%8b%e5%a4%a7%e5%b8%88%e5%9b%a2\/' title='CMU' target='_blank'>CMU<\/a>\u535a\u58ebNoam Brown\u8bc4\u4ef7\u4e3a\u201cAI\u6251\u514b\u754c\u7684\u5723\u676f\uff08the holy grail \uff09\u201d\uff0c\u5b83\u662f\u7531Noam Brown\u548cCMU\u6559\u6388Tuomas Sandholm\u5171\u540c\u7814\u53d1\u7684\uff0c\u8fd8\u662fCMU\u8fd9\u4e00\u7cfb\u5217\u6251\u514b\u673a\u5668\u4eba\u91cc\u6700\u65b0\u7684\u4e00\u6b3e\u3002\u5728\u6b64\u4e4b\u524d\uff0c\u4e0d\u5b58\u5728\u4efb\u4f55\u4e00\u6b3e\u673a\u5668\u4eba\u80fd\u591f\u5728\u5355\u6311\u65e0\u9650\u6ce8\u5fb7\u5dde\u6251\u514b\u4e2d\u6253\u8d25\u4e16\u754c\u7ea7\u4eba\u7c7b\u9009\u624b\uff0c\u5c31\u662f\u8fd9\u6837 \u3002<\/p>\n<p>\u5728Brown\u773c\u4e2d\uff0cLibratus\u5b58\u5728\u7740\u76f8\u5f53\u5927\u7684\u53d1\u5c55\u53ef\u80fd\uff0c\u201c\u4ece\u7406\u8bba\u5c42\u9762\u6765\u8bb2\uff0c\u5347\u7ea7\u7248\u6709\u7740\u80fd\u591f\u8fbe\u523050bb\/100\u7684\u53ef\u80fd\u6027\u201d\uff0c\u6709\u8bd1\u8005\u6ce8\u91ca\u8868\u660e\uff0c\u5347\u7ea7\u540e\u7684Libratus\u6bcf100\u624b\u80fd\u8d62\u4eba\u7c7b\u5bf9\u624b\u6709\u90a3\u4e48\u539a\u4e3a50\u500d\u5927\u76f2\u7684\u60c5\u51b5\uff0c\u4e5f\u5c31\u662f\u8fd8\u67093.5\u500d\u7684\u6316\u6398\u6f5c\u529b\u53ef\u5f97\uff0c\u5728\u8fd1\u671f\uff0c\u4e16\u754c\u5f88\u6709\u540d\u6c14\u7684\u6251\u514b\u724c\u6742\u5fd7Card Player\u5bf9Brown\u5f00\u5c55\u4e86\u4e13\u8bbf\uff0c\u4e86\u89e3\u4e86\u5173\u4e8eAI\u6251\u514b\u7814\u7a76\u8fc7\u5f80\u5386\u53f2\u53d1\u5c55\u4ee5\u53ca\u672a\u6765\u8d70\u5411\u7b49\u65b9\u9762\u7684\u95ee\u9898\uff0c\u4ee5\u4e0b\u662f\u96f7\u950b\u7f51\u6240\u8fdb\u884c\u7684\u7f16\u8bd1 \uff0c\u5176\u672b\u5c3e\u6709\u6807\u70b9\u7b26\u53f7 \u3002<\/p>\n<p><img src='\/wp-content\/uploads\/2026\/01\/1768241144477_1.jpg' alt='AI\u6251\u514bLibratus\u5bf9\u6218\u4eba\u7c7b\u73a9\u5bb6_\u5fb7\u5dde\u6251\u514b \u767e\u4eba\u5927\u6218_\u5361\u8010\u57fa\u6885\u9686\u5927\u5b66AI\u7814\u7a76' \/><\/p>\n<p>Brown<\/p>\n<p>Card Player\u00a0\uff1a\u60a8\u5bf9\u8fd9\u6b21\u5bf9\u6218\u7ed3\u679c\u611f\u5230\u60ca\u8bb6\u5417\uff1f<\/p>\n<p>Brown\uff1a\u5b9e\u9645\u4e0a\uff0c\u672c\u539f\u672c\u8eab\u662f\u76f8\u5f53\u9887\u4e3a\u611f\u5230\u60ca\u5947\u8be7\u5f02\u7684\uff0c\u6211\u672a\u66fe\u6599\u60f3\u5230\u4eba\u5de5\u667a\u80fd\u5c45\u7136\u80fd\u591f\u628a\u4e8b\u60c5\u505a\u5f97\u8fd9\u822c\u5982\u6b64\u4e4b\u597d\u3002\u4e4b\u524d\u7ecf\u7531\u6211\u4eec\u4e3a\u4e86\u5bf9\u4eba\u5de5\u667a\u80fd\u6548\u679c\u4e88\u4ee5\u4f5c\u6d4b\u8bd5\u68c0\u9a8c\u800c\u4f7f\u5f97\u5176\u4e0eClaudico\uff08\u96f7\u950b\u7f51\u8bd1\u8005\u6ce8\uff1aCMU\u8f83\u65e9\u7248\u672cAI\uff09\u8fdb\u884c\u5bf9\u6218\u6bd4\u8bd5\u8fc7\uff0c\u6700\u7ec8\u7684\u7ed3\u679c\u72b6\u51b5\u662fLibratus\u4ee510\u523012bb\/100\u51fb\u8d25\u6218\u80dcClaudico\uff0c\u6b64\u9879\u8fd9\u4e00\u6210\u7ee9\u7ed3\u679c\u8981\u597d\u8fc7\u5f80\u4f18\u4e8e2015\u5e74Claudico\u4e0e\u4eba\u7c7b\u8fdb\u884c\u5bf9\u6218\u6bd4\u8d5b\u7684\u7ed3\u679c\uff08\u8bd1\u8005\u6ce8\uff1a\u90a3\u6b21\u5927\u6218\u4e2dAI\u8f93\u7ed9\u4e86\u4eba\u7c7b\u9009\u624b\uff09\uff0c\u7136\u800c\u4e0d\u8fc7\u76f8\u5dee\u5f97\u5e76\u4e0d\u662f\u7279\u522b\u5341\u5206\u5927\u3002\u4e8e\u6211\u4eec\u800c\u8a00\uff0c\u4f1a\u89c9\u5f97\u6b64\u6b21\u4eba\u673a\u5bf9\u6218Libratus\uff0c\u80dc\u7b97\u7a0d\u5fae\u5927\u90a3\u4e48\u4e00\u70b9\u513f\uff0c\u7136\u800c\u5374\u65e0\u6cd5\u786e\u5b9a\u7a76\u7adf\u80fd\u8d62\u51fa\u591a\u5c11\u3002\u56e0\u800c\u5f53\u6b64\u6b21\u7ed3\u679c\u5448\u73b0\u4e4b\u9645\uff0c\u6211\u4eec\u5bf9\u4e8eAI\u53ef\u8868\u73b0\u5f97\u8fd9\u822c\u51fa\u8272\uff0c\u611f\u5230\u9887\u4e3a\u8be7\u5f02 \u3002<\/p>\n<p>\u6251\u514b\u73a9\u5bb6 \uff1a\u90a3\u4e48\u5b9e\u9645\u4e0a\u5728\u90a3\u4e2a\u65f6\u5019\u4f60\u4eec\u662f\u89c9\u5f97\u4eba\u5de5\u667a\u80fd\u8fd8\u4e0d\u80fd\u591f\u4ee5\u6bcf\u6253\u724c\u4e00\u767e\u624b\u724c\u6765\u8fbe\u5230\u5341\u56db\u5927\u76f2\u6ce8\u7684\u8d62\u7387\u4ece\u800c\u6218\u80dc\u4eba\u7c7b\uff0c\u5bf9\u4e0d\u5bf9\u5440\uff1f<\/p>\n<p>Brown\u8868\u793a\uff0c\u60c5\u51b5\u662f\u8fd9\u6837\u7684\uff0c\u6211\u4eec\u5e76\u4e0d\u6e05\u695a\u4eba\u7c7b\u7a76\u7adf\u6bd4Claudico\u5389\u5bb3\u5230\u4f55\u79cd\u7a0b\u5ea6\uff0c\u6709\u591a\u5c11\u662fAI\u9700\u8981\u53bb\u63d0\u5347\u7684\u90e8\u5206\u3002\u57282015\u5e74\u90a3\u573a\u5bf9\u6218\u5f53\u4e2d\uff0c\u4eba\u7c7b\u9009\u624b\u5bdf\u89c9\u5230\u5e76\u4e14\u5145\u5206\u8fd0\u7528\u4e86Claudico\u6240\u5b58\u5728\u7684\u6f0f\u6d1e\uff0c\u4e3e\u4f8b\u6765\u8bf4\uff0c\u4ed6\u4eec\u4f7f\u5f97Claudico\u591a\u6b21\u91c7\u7528\u201c\u6e9c\u8fdb\u201d\u8fd9\u79cd\u6218\u672f\u3002\u8fd9\u4e00\u62db\u6240\u4ea7\u751f\u7684\u6548\u679c\u6781\u4e3a\u663e\u8457\uff0c\u662f\u4eba\u7c7b\u73a9\u5bb6\u6218\u80dcClaudico\u7684\u5173\u952e\u6240\u5728\u3002\u53ef\u662f\uff0cLibratus\u5e76\u975e\u501f\u52a9\u5229\u7528\u5bf9\u65b9\u5f31\u70b9\u800c\u83b7\u80dc\uff0cLibratus\u4e0eClaudico\u5bf9\u6218\u4e4b\u9645\uff0cLibratus\u80fd\u591f\u4e8e\u4e0d\u5229\u7528\u540e\u8005\u5f31\u70b9\u7684\u60c5\u5f62\u4e0b\uff0c\u4ee510\u81f312bb\/100\u6218\u80dcClaudico\uff0c\u8fd9\u8868\u660e\u5018\u82e5Libratus\u4e0d\u5b58\u5728\u4efb\u4f55\u5f31\u70b9\uff0c\u4fbf\u4f1a\u6bd4\u4eba\u7c7b\u66f4\u4e3a\u5f3a\u5927\uff0c\u800cLibratus\u6b64\u6b21\u4e4b\u6240\u4ee5\u80fd\u591f\u6253\u8d25\u4eba\u7c7b\uff0c\u7f18\u7531\u5728\u4e8e\u5b83\u4e0d\u5b58\u5728\u4efb\u4f55\u53ef\u4e3a\u4eba\u7c7b\u5229\u7528\u7684\u5f31\u70b9\u3002<\/p>\n<p>\u7eb8\u724c\u73a9\u5bb6\uff0c\u5f53\u4eba\u7c7b\u73a9\u5bb6\u594b\u529b\u8ffd\u8d76\u6bd4\u5206\uff0c\u4f7f\u5f97\u5bf9\u6218\u8fdb\u5165\u5230\u767d\u70ed\u5316\u9636\u6bb5\u4e4b\u9645\uff0c\u4f60\u662f\u5426\u5728\u7422\u78e8\u5bf9\u624b\u6216\u8bb8\u5df2\u7136\u5bfb\u5f97\u4e86Libratus\u7684\u5f31\u70b9\uff0c\u53c8\u6216\u8005\u4f9d\u65e7\u6ee1\u6000\u4fe1\u5fc3\u5462\uff1f<\/p>\n<p>Brown\u8868\u793a\uff0c\u5728\u7b2c\u4e00\u5468\u6bd4\u8d5b\u4e34\u8fd1\u7ed3\u675f\u7684\u90a3\u4e2a\u65f6\u5019\uff0c\u53cc\u65b9\u7684\u6bd4\u5206\u60c5\u51b5\u5904\u5728\u51e0\u4e4e\u5feb\u8981\u6253\u6210\u5e73\u5c40\u7684\u72b6\u6001 \u3002\u4eba\u7c7b\u9009\u624b\u9488\u5bf9Libratus\u6253\u6cd5\u4f1a\u600e\u6837\u8c03\u6574\u4ee5\u53ca\u5b83\u7684\u5f3a\u9879\u7a76\u7adf\u5728\u4ec0\u4e48\u5730\u65b9\u7b49\u56e0\u7d20\u4e0a\uff0c\u5728\u7b2c\u4e00\u5468\u505a\u51fa\u4e86\u542b\u6709\u4e00\u7cfb\u5217\u63a8\u6d4b\u7684\u4e3e\u52a8 \u3002\u4ed6\u4eec\u5e76\u6ca1\u6709\u8ddf\u6211\u8be6\u7ec6\u8c08\u8bba\u4ed6\u4eec\u9884\u4f30\u6218\u5c40\u5c06\u4f1a\u671d\u7740\u600e\u6837\u7684\u65b9\u5411\u53bb\u53d1\u5c55\uff0c\u7136\u800c\u4ece\u6211\u6240\u542c\u95fb\u7684\u5185\u5bb9\u8fdb\u884c\u5224\u65ad\uff0c\u4ed6\u4eec\u5e94\u8be5\u662f\u60f3\u8981\u4ece\u6570\u636e\u5f53\u4e2d\u63a2\u5bfbLibratus\u7684\u5957\u8def\uff0c\u8fdb\u800c\u53bb\u5206\u6790\u5b83\u6240\u5b58\u5728\u7684\u5f31\u70b9\u4ee5\u53ca\u5177\u5907\u7684\u4f18\u52bf \u3002\u6240\u4ee5\uff0c\u603b\u4e4b\u6765\u8bf4\u6211\u5e76\u6ca1\u6709\u592a\u591a\u7684\u62c5\u5fc3 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size\uff09\u5e76\u4e0d\u592a\u62ff\u624b\u3002\u7136\u800c\uff0c\u6211\u5374\u5e76\u4e0d\u89c9\u5f97\u90a3\u5c5e\u4e8e\u7f3a\u9677\uff0c\u4ec5\u4ec5\u662f\u4ed6\u4eec\u7684\u6570\u636e\u5f53\u4e2d\u5b58\u5728\u7740\u566a\u97f3\u800c\u5df2\u3002\u4ed6\u4eec\u5728\u6bd4\u8d5b\u63a8\u8fdb\u7684\u8fc7\u7a0b\u91cc\u6240\u83b7\u53d6\u7684\u6570\u636e\u81f4\u4f7f\u4ed6\u4eec\u5f97\u51fa\u4e86\u8fd9\u6837\u7684\u4e00\u79cd\u7ed3\u8bba\u3002\u4e0d\u8fc7\uff0c\u4ed6\u4eec\u7684\u786e\u5bdf\u89c9\u5230\u4e86\u5176\u4e2d\u6240\u5b58\u5728\u7684\u4e00\u4e9b\u95ee\u9898\u3002\u4e3e\u4f8b\u800c\u8a00\uff0cLibratus\u5bf9\u4e8e\u7279\u5b9a\u7684\u5f00\u5c40\u4e0b\u6ce8\u7684\u5927\u5c0f\u5bf9\u5e94\u5f97\u4e0d\u592a\u7406\u60f3\u3002\u6bd4\u8d5b\u4e4b\u524d\uff0c\u6211\u4eec\u89c9\u5f97\u8fd9\u5e76\u975e\u662f\u4ec0\u4e48\u4e25\u91cd\u7684\u95ee\u9898\uff0c\u7136\u800c\uff0c\u4e8b\u5b9e\u8868\u660e\uff0c\u8fd9\u4e2a\u5f31\u70b9\u6781\u5176\u81f4\u547d\u3002\u8fd8\u597d\uff0cAI\u8fd8\u5b58\u6709\u4e00\u62db\uff0c\u5373\u5728\u5f53\u65e5\u591c\u665a\u5bf9\u624b\u5165\u7720\u4e4b\u9645\uff0cAI\u4fbf\u5f00\u59cb\u6301\u7eed\u4e0d\u65ad\u4e0d\u95f4\u65ad\u5730\u8fdb\u884c\u8bad\u7ec3\uff0c\u5f25\u8865\u5176\u81ea\u8eab\u4e0d\u8db3\u4e4b\u5904\uff0c\u4ee5\u9632\u5bf9\u624b\u540e\u671f\u518d\u5ea6\u5229\u7528\u8fd9\u4e00\u7f3a\u9677\u3002\u4e8e\u662f\u4e4e\uff0c\u4f60\u77a7\u89c1\u4e86\uff0c\u4ece\u7b2c\u4e8c\u5468\u8d77\uff0c\u5c40\u52bf\u5c31\u5df2\u7136\u5f00\u59cb\u53d1\u751f\u8f6c\u53d8\u4e86\u3002<\/p>\n<p>\u7eb8\u724c\u73a9\u5bb6\uff1a\u6b64\u6b21\u5fae\u5c0f\u8c03\u6574\u5bf9\u4e8e\u540e\u7eed\u6bd4\u8d5b\u6765\u8bf4\uff0c\u662f\u4e0d\u662f\u5177\u6709\u91cd\u8981\u6027\u5462\uff1f\u9274\u4e8e\u4eba\u7c7b\u9009\u624b\u4e5f\u4f1a\u76f8\u4e92\u534f\u4f5c\uff0c\u4ea4\u6d41\u6218\u7b56\uff0c\u90a3\u4e48\u8fd9\u6b21\u8c03\u6574\u662f\u4e0d\u662f\u63d0\u5347\u4e86\u5bf9\u6218\u7684\u96be\u5ea6\u5462\uff1f<\/p>\n<p>\u5e03\u6717\u8868\u793a\uff1a\u8fd9\u91cc\u5b58\u5728\u7740\u597d\u591a\u8bef\u89e3\u3001\u597d\u591a\u8bef\u4f1a\u3002\u4eba\u5de5\u667a\u80fd\u5fae\u8c03\u5e76\u975e\u662f\u90a3\u79cd\u6211\u4eec\u8ba9\u5b83\u518d\u6b21\u52a0\u6ce8\u7684\u6b21\u6570\u589e\u591a\uff0c\u6216\u8005\u63d0\u9ad8\u52a0\u6ce8\u7684\u500d\u6570\uff0c\u800c\u662f\u9274\u4e8e\u5bf9\u624b\u5728\u7ffb\u724c\u524d\u4ee5\u53ca\u7ffb\u724c\u7684\u65f6\u5019\u603b\u662f\u53bb\u4e0b\u4e0d\u4e00\u6837\u5927\u5c0f\u7684\u6ce8\u3002\u4eba\u5de5\u667a\u80fd\u7a0b\u5e8f\u6e05\u695a\u600e\u6837\u53bb\u56de\u5e94\u4e24\u500d\u3001\u4e8c\u70b9\u4e94\u500d\u6216\u8005\u4e09\u500d\u7684\u5f00\u5c40\u4e0b\u6ce8\u3002\u53ef\u662f\u8981\u662f\u5bf9\u65b9\u4ee5\u4e8c\u70b9\u4e03\u4e94\u500d\u7684\u65b9\u5f0f\u5f00\u5c40\uff0c\u90a3\u6837\u4eba\u5de5\u667a\u80fd\u5c31\u4f1a\u628a\u4e8c\u70b9\u4e03\u4e94\u5927\u7ea6\u7b49\u540c\u4e8e\u4e09\uff0c\u6545\u800c\u5b83\u7684\u56de\u5e94\u8fd8\u662f\u8f83\u4e3a\u51c6\u786e\u7684\u3002\u8fd9\u6837\u7684\u4e00\u79cd\u505a\u6cd5\u867d\u8bf4\u7b97\u4e0d\u4e0a\u4e0d\u5408\u7406\uff0c\u7136\u800c\u8981\u662f\u5b83\u80fd\u591f\u4e0d\u8fdb\u884c\u56db\u820d\u4e94\u5165\u7684\u8bdd\uff0c\u6548\u679c\u5c06\u4f1a\u662f\u66f4\u4e3a\u4f18\u5f02\u7684\u3002\u5c31\u8fd9\u6837\uff0c\u5728\u90a3\u4e2a\u591c\u665a\uff0c\u5b83\u6301\u7eed\u4e0d\u65ad\u5730\u8bad\u7ec3\u81ea\u8eab\uff0c\u8bad\u7ec3\u7684\u5185\u5bb9\u662f\u600e\u6837\u53bb\u56de\u5e94\u9ad8\u8fbe2.75\u500d\u7684\u4e0b\u6ce8\u3002\u5176\u4e0b\u6ce8\u5927\u5c0f\u662f\u7531\u7b97\u6cd5\u6765\u51b3\u5b9a\u7684\uff0c\u8be5\u7b97\u6cd5\u4f1a\u4f9d\u636e\u5bf9\u624b\u4e0b\u6ce8\u6b21\u6570\u6700\u591a\u7684\u500d\u6570\uff0c\u4ee5\u53ca\u8fd9\u4e2a\u6570\u5b57\u4e0e\u6211\u4eec\u4e8b\u5148\u8bbe\u5b9a\u597d\u7684\u4e00\u4e9b\u6570\u76ee\u4e4b\u95f4\u7684\u8ddd\u79bb\uff0c\u4e3a\u5bf9\u624b\u4e0b\u7684\u6ce8\u5212\u5206\u51fa\u4f18\u5148\u7b49\u7ea7\u3002\u6240\u4ee5\uff0c\u4e0a\u8ff0\u8fd9\u4e9b\u60c5\u51b5\u4fbf\u662f\u5fae\u8c03\u6240\u5e26\u6765\u7684\u6539\u53d8\u3002\u8fd9\u540c\u6837\u4e5f\u662f\u7b97\u6cd5\u91cc\u7684\u5173\u952e\u90e8\u5206\uff0c\u5b83\u4f7f\u5f97AI\u80fd\u591f\u9010\u6b65\u4f9d\u636e\u4eba\u7c7b\u7684\u6253\u6cd5\u6765\u6539\u53d8\u81ea\u8eab\u7684\u7b56\u7565\uff0c\u800c\u5e76\u975e\u50cf\u4e4b\u524d\u4eba\u4eec\u6240\u731c\u6d4b\u7684\u90a3\u822c\u53bb\u5229\u7528\u4eba\u7c7b\u7684\u5f31\u70b9\u3002<\/p>\n<p>\u90a3\u4e48\uff0c\u6211\u4eec\u53ef\u4e0d\u53ef\u4ee5\u8868\u660e\uff0cLibratus\u5728\u6cb3\u724c\u5708\uff0c\u4e5f\u5c31\u662fthe river\u7684\u65f6\u5019\uff0c\u4ee5\u53ca\u5728\u8f6c\u724c\u5708\uff0c\u5c31\u662fthe turn\u7684\u65f6\u5019\uff0c\u6240\u505a\u51fa\u7684\u56de\u5e94\uff0c\u6bd4\u8d77\u5728\u7ffb\u724c\u524d\u4ee5\u53ca\u7ffb\u724c\u65f6\u6240\u505a\u51fa\u7684\u56de\u5e94\uff0c\u91cd\u8981\u7a0b\u5ea6\u6ca1\u90a3\u4e48\u9ad8\u5462\uff1f<\/p>\n<p>Brown\u8868\u793a\uff0c\u5728\u8f6c\u724c\u5708\u7684\u65f6\u5019\uff0c\u4f60\u4f1a\u53d1\u89c9AI\u53bb\u601d\u8003\u63a5\u4e0b\u6765\u7684\u52a8\u4f5c\u662f\u9700\u8981\u82b1\u8d39\u65f6\u95f4\u7684\u3002\u5728\u6cb3\u724c\u5708\u7684\u65f6\u5019\uff0c\u540c\u6837\u4f1a\u53d1\u73b0\u5982\u6b64\u60c5\u51b5\u3002\u8fd9\u4e2a\u65f6\u95f4\u6781\u5176\u8fc5\u901f\uff0c\u4ee5\u81f3\u4e8e\u6709\u7684\u4eba\u6216\u8bb8\u90fd\u672a\u66fe\u7559\u610f\u5230\u3002\u5b9e\u9645\u4e0a\uff0c\u6bcf\u5f53\u4eba\u7c7b\u5bf9\u624b\u5728\u8f6c\u724c\u5708\u4e0b\u6ce8\u65f6\uff0c\u5b83\u90fd\u5f97\u91cd\u65b0\u8ba1\u7b97\u7b56\u7565\u3002\u6bcf\u5f53\u4eba\u7c7b\u5bf9\u624b\u5728\u6cb3\u724c\u5708\u4e0b\u6ce8\u65f6\uff0c\u5b83\u4e5f\u90fd\u5f97\u91cd\u65b0\u8ba1\u7b97\u7b56\u7565\u3002\u5982\u6b64\u4e00\u6765\uff0c\u4e0d\u7ba1\u5bf9\u624b\u91c7\u53d6\u600e\u6837\u7684\u51fa\u62db\u65b9\u5f0f\uff0c\u5b83\u90fd\u80fd\u591f\u7ed9\u51fa\u5b8c\u7f8e\u56de\u5e94\u3002\u6240\u4ee5\u8bf4\uff0cAI\u5fc5\u987b\u9884\u5148\u53bb\u8ba1\u7b97\u4e00\u7cfb\u5217\u4e0d\u540c\u7684\u4e0b\u6ce8\u5927\u5c0f\uff0c\u5e76\u4e14\u8981\u628a\u8fd9\u4e9b\u653e\u5165\u5230\u6e38\u620f\u6811\u5f53\u4e2d\u3002\u7136\u800c\uff0c\u9884\u5148\u8ba1\u7b97\u7684\u90a3\u4e9b\u5e76\u4e0d\u80fd\u5e94\u5bf9\u8f6c\u724c\u5708\u3002\u8f6c\u724c\u5708\u662f\u9700\u8981\u5b9e\u65f6\u8ba1\u7b97\u7b56\u7565\u7684\u3002\u9884\u5148\u8ba1\u7b97\u7684\u90a3\u4e9b\u4e5f\u4e0d\u80fd\u5e94\u5bf9\u6cb3\u724c\u5708\u3002\u6cb3\u724c\u5708\u4e5f\u662f\u9700\u8981\u5b9e\u65f6\u8ba1\u7b97\u7b56\u7565\u7684\u3002\u9700\u6ce8\u610f\uff0c\u8fd9\u91cc\u6240\u8bf4\u7684\u6e38\u620f\u6811\uff0c\u4e43\u662f\u5728\u7ec4\u5408\u535a\u5f08\u7406\u8bba\u8303\u7574\u4e4b\u5185\uff0c\u7528\u4e8e\u5448\u73b0\u4e00\u4e2a\u8d5b\u5c40\u91cc\u5404\u79cd\u540e\u7eed\u53ef\u80fd\u60c5\u51b5\u7684\u90a3\u79cd\u6811 \u3002<\/p>\n<p>\u8fd9\u4e2a\u5b9e\u65f6\u8ba1\u7b97\u80fd\u529b\uff0c\u662f\u5426\u6070\u6070\u662fClaudico\u5b9e\u9645\u7f3a\u5931\u4ece\u800c\u7f3a\u4e4f\u4e4b\u5904\u5462\uff1f\u53c8\u6216\u8005\u662f\u5176\u5b9e\u505a\u5f97\u5e76\u4e0d\u591f\u5c3d\u5584\u5c3d\u7f8e\uff0c\u5b58\u5728\u7740\u4e0d\u5b8c\u7f8e\u7684\u5730\u65b9\u5462\uff1f<\/p>\n<p>Brown\u79f0\uff0cClaudico\u80fd\u4e8e\u6cb3\u724c\u5708\u5c55\u5f00\u5b9e\u65f6\u8ba1\u7b97\uff0c\u53ea\u662f\u4e8e\u4e0b\u8ff0\u51e0\u4e2a\u65b9\u9762\u8f83\u4e3a\u8584\u5f31\u3002\u5176\u4e00\uff0c\u5b83\u672a\u8003\u91cf\u963b\u65ad\u724c\uff08\u96f7\u950b\u7f51\u8bd1\u8005\u6ce8\uff1ablocker\uff0c\u5373\u81ea\u8eab\u6240\u9700\u4e4b\u724c\u5728\u4ed6\u4eba\u624b\u4e2d\uff09\u3002\u5176\u4e8c\uff0c\u4e3a\u8fd0\u4f5c\u5f97\u66f4\u5feb\uff0c\u5b83\u9700\u5c06\u51e0\u624b\u724c\u4e88\u4ee5\u7ec4\u5408\uff0c\u4e4b\u540e\u518d\u533a\u522b\u5bf9\u5f85\u3002\u5176\u4e09\uff0c\u57fa\u4e8e\u6b64\u5b83\u6216\u8bb8\u4f1a\u8ba4\u5b9a\uff0c\u9ed1\u6843A\u5e26\u4e09\u5f20\u9ed1\u6843\u4e0e\u6885\u82b1A\u5e26\u4e09\u5f20\u9ed1\u6843\u76f8\u540c\uff0c\u5373\u4fbf\u8fd9\u4e24\u79cd\u724c\u7406\u5e94\u533a\u522b\u5bf9\u5f85\u3002Claudico\u7684\u6700\u7ec8\u6e38\u620f\u89e3\u7b97\u673a\uff0c\u4e5f\u5c31\u662fend-game solver\uff0c\u4f1a\u9488\u5bf9\u5927\u91cf\u7684\u5b9e\u65f6\u4e0b\u6ce8\u5c55\u5f00\u8ba1\u7b97\uff0c\u7136\u800c\u5e76\u4e0d\u4f1a\u5728\u4eba\u7c7b\u6bcf\u6b21\u4e0b\u6ce8\u4e4b\u9645\u8fdb\u884c\u518d\u8ba1\u7b97\u3002\u6211\u89c9\u5f97\uff0c\u9488\u5bf9\u4eba\u7c7b\u6bcf\u6b21\u4e0b\u6ce8\u5f00\u5c55\u518d\u8ba1\u7b97\u8fd9\u4e00\u73af\u8282\uff0c\u5bf9\u4e8eLibratus\u6b64\u6b21\u7684\u83b7\u80dc\u6765\u8bb2\u81f3\u5173\u91cd\u8981\u3002\u540c\u6837\u7684\uff0c\u8fd9\u6b21\u6211\u4eec\u80fd\u591f\u5728\u8f6c\u724c\u5708\u8d77\u59cb\u4e4b\u65f6\u5c31\u5bf9\u8fd9\u6837\u7684\u8ba1\u7b97\u4e88\u4ee5\u6269\u5c55\u3002\u8fd9\u79cd\u505a\u6cd5\u7684\u8ba1\u7b97\u91cf\u66f4\u4e3a\u5e9e\u5927\uff0c\u539f\u56e0\u5728\u4e8e\u5f53\u4e0bAI\u9700\u9762\u5bf9\u7ea650\u79cd\u6709\u53ef\u80fd\u51fa\u73b0\u7684\u5404\u5f02\u6cb3\u724c\u5708\uff0c\u800c\u4e14\u5728\u6e38\u620f\u7ed3\u675f\uff08\u6bcf\u4e00\u624b\u724c\uff09\u4e4b\u524d\uff0c\u53ef\u80fd\u51fa\u73b0\u7684\u884c\u52a8\u6570\u91cf\u4ee5\u6307\u6570\u7ea7\u7684\u6001\u52bf\u589e\u957f\u3002\u6545\u800c\uff0c\u82e5\u8981\u50cf\u90a3\u822c\u6709\u6548\u6269\u5c55\u8fd9\u79cd\u5168\u65b0\u7b97\u6cd5\uff0c\u65b0\u7a0b\u5e8f\u7684\u8ba1\u7b97\u6210\u672c\u76f8\u8f83\u4e8eClaudico\u8d35\u51fa1000\u500d \u3002<\/p>\n<p><img src='\/wp-content\/uploads\/2026\/01\/1768241144477_2.jpg' alt='\u5fb7\u5dde\u6251\u514b \u767e\u4eba\u5927\u6218_\u5361\u8010\u57fa\u6885\u9686\u5927\u5b66AI\u7814\u7a76_AI\u6251\u514bLibratus\u5bf9\u6218\u4eba\u7c7b\u73a9\u5bb6' \/><\/p>\n<p>\u6251\u514b\u724c\u73a9\u5bb6\uff1aLibratus\u7a76\u7adf\u5565\u65f6\u5019\u80fd\u591f\u6253\u51fa\u4e00\u56de\u582a\u79f0\u5b8c\u7f8e\u7684GTO\uff08\u4e5f\u5c31\u662f\u535a\u5f08\u7406\u8bba\u4e2d\u8ddd\u79bb\u6700\u4f18\u5316\u7684\u90a3\u79cd\u7b56\u7565\uff09\u5462\uff1f\u7c7b\u4f3cLibratus\u8fd9\u6837\u7684\u673a\u5668\u4f60\u4eec\u540e\u7eed\u8fd8\u4f1a\u518d\u63a8\u51fa\u6765\u591a\u5c11\u4e2a\u7248\u672c\u5440\uff1f<\/p>\n<p>Brown\u79f0\uff0c\u6ca1\u4eba\u6653\u5f97AI\u8ddd\u79bb\u6253\u51fa\u535a\u5f08\u7406\u8bba\u91cc\u7684\u6700\u4f18\u5316\u7b56\u7565\u8fd8\u6709\u591a\u957f\u8ddd\u79bb\uff0c\u6211\u4eec\u5b58\u5728\u597d\u591a\u8ba1\u7b97\u8fd9\u4e00\u6570\u503c\u7684\u529e\u6cd5\uff0c\u7136\u800c\u4ee3\u4ef7\u6781\u4e3a\u9ad8\u6602\uff0c\u6545\u800c\u76f4\u81f3\u5982\u4eca\u90fd\u5c1a\u672a\u8fbe\u6210\uff0c\u6216\u8bb8\u6211\u4eec\u660e\u5e74\u4f1a\u7740\u624b\u5c1d\u8bd5\uff0c\u8981\u662f\u975e\u5f97\u8ba9\u6211\u8fdb\u884c\u63a8\u6d4b\uff0c\u6211\u731c\u60f3\u4e00\u4e2a\u535a\u5f08\u7406\u8bba\u4e2d\u7684\u6700\u4f18\u5316\u7b56\u7565\u80fd\u591f\u4ee515bb\/100\u6218\u80dcLibratus\uff0c\u8fd9\u662f\u6211\u7684\u5927\u81f4\u4f30\u7b97\uff0c\u8303\u56f4\u5e94\u5f53\u5904\u4e8e5\u81f350bb\/100\u3002<\/p>\n<p>\u5361\u724c\u73a9\u5bb6\uff1a\u54c7\uff0c\u90a3\u4e48\u8fd9\u79cd\u4eba\u5de5\u667a\u80fd\u4f9d\u65e7\u5b58\u5728\u7740\u76f8\u5f53\u5927\u7684\u80fd\u591f\u8fdb\u884c\u63d0\u5347\u7684\u7a7a\u95f4\u5570\uff1f<\/p>\n<p>Brown\u8868\u793a\uff0c\u8fd9\u96be\u4ee5\u786e\u5207\u5224\u5b9a\u3002\u4ee5\u5f80AI\u5b58\u5728\u81f4\u547d\u7f3a\u9677\uff0c\u5373\u5728\u8f6c\u724c\u4e4b\u9645\u4ee5\u53ca\u6cb3\u724c\u4e4b\u65f6\uff0c\u672a\u5c06\u963b\u9694\u724c\u7eb3\u5165\u8003\u91cf\u8303\u56f4\uff0c\u800c\u8fd9\u5728\u9ad8\u6c34\u5e73\u5bf9\u6297\u5f53\u4e2d\uff0c\u7740\u5b9e\u76f8\u5f53\u5173\u952e\u3002\u7136\u800c\uff0cLibratus\u5e76\u4e0d\u5b58\u5728\u6b64\u7c7b\u95ee\u9898\u3002\u5b83\u4f1a\u4e8e\u6bcf\u4e00\u4e2a\u8f6c\u724c\u5c40\u9762\u4ee5\u53ca\u6cb3\u724c\u5c40\u9762\u91cc\uff0c\u7279\u610f\u9488\u5bf9\u6bcf\u4e00\u624b\u724c\u7684\u60c5\u5f62\u4e88\u4ee5\u8003\u8651\uff0c\u76f8\u8f83\u4e8e\u4e4b\u524d\u7684AI\u800c\u8a00\uff0c\u6b64\u79cd\u505a\u6cd5\u4f7f\u5f97Libratus\u7684\u8868\u73b0\u83b7\u5f97\u4e86\u98de\u8dc3\u5f0f\u7684\u63d0\u5347\u3002<\/p>\n<p>\u5c31\u533a\u5206\u963b\u9694\u724c\u8fd9\u4e2a\u65b9\u9762\u800c\u8a00\uff0cLibratus\u5df2\u6ca1\u592a\u5927\u63d0\u5347\u7a7a\u95f4\uff0c\u7136\u800c\u5728\u600e\u6837\u53bb\u9009\u62e9\u4e0b\u6ce8\u6570\u989d\u8fd9\u4e00\u70b9\u4e0a\uff0c\u7ec8\u5f52\u8fd8\u662f\u80fd\u591f\u6709\u6240\u8fdb\u6b65\u7684\uff0c\u6211\u76f8\u5f53\u96be\u53bb\u8868\u660e\u5b83\u7a76\u7adf\u80fd\u8fdb\u6b65\u5230\u4f55\u79cd\u7a0b\u5ea6\uff0c\u4e0d\u8fc7\u6211\u63a8\u6d4b\u6216\u8bb8\u4f1a\u8fbe\u523015  \u3002<\/p>\n<p>\uff1a\u6709\u4eba\u89c9\u5f97\uff0cLibratus\u5728\u8f6c\u724c\u5708\u4ee5\u53ca\u6cb3\u724c\u5708\u7684\u8d85\u989d\u4e0b\u6ce8\uff0c\u4e5f\u5c31\u662f\u90a3\u79cdover &#8211; betting\uff0c\u6781\u5177\u8fdb\u653b\u6027\u3002\u4f60\u662f\u4e0d\u662f\u89c9\u5f97\uff0cAI\u5728\u8fd9\u4e00\u65b9\u9762\u5df2\u7136\u62b5\u8fbe\u4e86\u5b8c\u7f8e\u6c34\u51c6\uff0c\u53c8\u6216\u8005\u8bb2\uff0c\u5728\u600e\u6837\u5e73\u8861\u4e0b\u6ce8\u8fd9\u4e00\u70b9\u4e0a\uff0c\u4f9d\u65e7\u5b58\u5728\u7740\u80fd\u591f\u6539\u8fdb\u7684\u7a7a\u95f4\u5462\uff1f<\/p>\n<p>\u5e03\u6717\u6307\u51fa\uff0c\u5b83\u5728\u6bd4\u8d5b\u671f\u95f4\u80fd\u591f\u8fdb\u884c\u8d85\u989d\u4e0b\u6ce8\uff0c\u5bf9\u6b64\u6211\u4eec\u6df1\u611f\u610f\u5916\u3002\u5229\u5e03\u62c9\u56fe\u65af\u5e76\u975e\u4f9d\u636e\u4eba\u7c7b\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\uff0c\u5728\u6b64\u4e4b\u524d\u4ece\u672a\u4e0e\u4eba\u7c7b\u73a9\u5bb6\u4ea4\u950b\u8fc7\u3002\u6545\u800c\u5728\u6b64\u6b21\u5bf9\u6218\u91cc\uff0c\u5b83\u91c7\u7528\u4e86\u81ea\u8ba4\u4e3a\u6700\u4e3a\u4f18\u5316\u7684\u7b56\u7565\u3002\u5176\u7b56\u7565\u6781\u5ea6\u72ec\u7279\uff0c\u4e0e\u4eba\u7c7b\u6240\u8ba4\u5b9a\u7684\u6700\u4f18\u6253\u6cd5\u5927\u76f8\u5f84\u5ead\u3002\u8d85\u989d\u4e0b\u6ce8\u4e43\u5176\u7b56\u7565\u7684\u5173\u952e\u90e8\u5206\uff0c\u6b64\u5916\u8fd8\u6709\u5510\u514b\u4e0b\u6ce8\u3002\u76ee\u7779\u4eba\u5de5\u667a\u80fd\u505a\u5230\u4eba\u7c7b\u65e0\u6cd5\u8fbe\u6210\u4e4b\u4e8b\uff0c\u8fd9\u7740\u5b9e\u4ee4\u4eba\u96be\u4ee5\u5fd8\u5374\uff0c\u540c\u65f6\u6211\u4e5f\u9887\u4e3a\u6ee1\u8db3 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