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\u6df1\u5ea6\u6709\u9650\u6c42\u89e3\u5728\u4e0d\u5b8c\u7f8e\u4fe1\u606f\u535a\u5f08\u4e2d\u9047\u5230\u7684\u6311\u6218<\/p>\n<p>\u5728\u90a3\u79cd\u88ab\u79f0\u4f5c\u90e8\u5206\u53ef\u89c2\u6d4b\u6e38\u620f\u7684\u4e0d\u5b8c\u7f8e\u4fe1\u606f\u535a\u5f08\u91cc\uff0c\u5b50\u535a\u5f08\u4e2d\u7684\u90a3\u4e2a\u6700\u4f18\u7b56\u7565\uff0c\u6ca1\u529e\u6cd5\u7ecf\u7531\u53bb\u4e86\u89e3\u6240\u6709\u9009\u624b\u5904\u4e8e\u5747\u8861\u72b6\u6001\u65f6\u7684\u72b6\u6001\u503c\u4e5f\u5c31\u662f\u535a\u5f08\u6811\u8282\u70b9\u6765\u4e88\u4ee5\u786e\u5b9a\u3002\u56fe1a\u662f\u4e00\u5e45\u7b80\u5355\u56fe\u793a\uff0c\u5b83\u5c55\u793a\u4e86\u4e00\u79cd\u540d\u4e3a\u526a\u5200\u77f3\u5934\u5e03+\u4e5f\u5c31\u662fRock-Paper-Scissors+\uff0cRPS+=\u7684\u5e8f\u8d2f\u535a\u5f08\u6e38\u620f\u3002RPS+\u548c\u4f20\u7edf\u7684RPS\u662f\u4e00\u6837\u7684\uff0c\u53ea\u662f\u5f53\u73a9\u5bb6\u51fa\u526a\u5200\u7684\u65f6\u5019\uff0c\u8d62\u8005\u80fd\u591f\u5f97\u52302\u5206\u800c\u975e1\u5206\uff0c\u5e76\u4e14\u8f93\u8005\u540c\u6837\u4f1a\u8f93\u63892\u5206\uff0c\u5c31\u662f\u8fd9\u6837\u3002\u56fe1a\u628aRPS +\u6e38\u620f\uff0c\u4e88\u4ee5\u5e8f\u8d2f\u535a\u5f08\u7684\u5f62\u5f0f\u6765\u8fdb\u884c\u5c55\u793a\uff0c\u5728\u6b64\u91cc\u9762\uff0cP_1\u662f\u9996\u5148\u5c55\u5f00\u52a8\u4f5c\u7684\uff0c\u7136\u800c\u5374\u5e76\u672a\u5c06\u52a8\u4f5c\u5411P_2\u8fdb\u884c\u6cc4\u9732\u3002\u5728\u8fd9\u4e2a\u6e38\u620f\u5f53\u4e2d\uff0c\u9488\u5bf9\u4e24\u4e2a\u73a9\u5bb6\u800c\u8a00\uff0c\u6700\u4f18\u7b56\u7565\uff0c\u4e5f\u5c31\u662fMinmax\u7b56\u7565\uff0c\u5373\u53cc\u4eba\u96f6\u548c\u535a\u5f08\u91cc\u7684\u7eb3\u4ec0\u5747\u8861\uff0c\u662f\u6bcf\u4e00\u65b9\u90fd\u4ee540%\u7684\u6982\u7387\u53bb\u9009\u62e9\u77f3\u5934\u6216\u8005\u5e03\uff0c\u4ee5 20%\u7684\u6982\u7387\u9009\u62e9\u526a\u5200\u3002\u5728\u8fd9\u4e2a\u5747\u8861\u4e0b\uff0cP_1 selection rock\u7684\u671f\u671b\u503c\u662f0\uff0c\u9009\u62e9\u526a\u5200\u6216\u8005\u5e03\u7684\u503c\u540c\u6837\u662f0\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u56fe1a\u91cc\u6240\u6709\u7684\u7ea2\u8272\u72b6\u6001\u5728\u8fd9\u4e2a\u5747\u8861\u91cc\u7684\u503c\u90fd\u662f0\u3002\u5f53\u524d\uff0c\u5047\u5b9a P_1 \u5f00\u5c55\u6df1\u5ea6\u4e3a 1 \u7684\u6df1\u5ea6\u9650\u5ea6\u641c\u7d22\uff0c\u6df1\u5ea6\u754c\u9650\u5904\u7684\u5747\u8861\u6570\u503c\u88ab\u66ff\u6362\uff0c\u6b64\u6df1\u5ea6\u6709\u9650\u5b50\u535a\u5f08\u5982\u56fe 1b \u6240\u793a\u3002\u663e\u7136\uff0c\u4e8e\u8be5\u5b50\u535a\u5f08\u91cc\u4e0d\u5b58\u5728\u5145\u8db3\u4fe1\u606f\u8fbe\u6210 40% \u77f3\u5934\u300140% \u5e03\u300120% \u526a\u5200\u7684\u6700\u4f18\u7b56\u7565\u3002<\/p>\n<p><img src='\/wp-content\/uploads\/2026\/01\/1767409528148_0.jpg' alt='\u5fb7\u5dde\u6251\u514b\u4f4d\u7f6e\u56fe_\u5fb7\u5dde\u6251\u514b\u4f4d\u7f6e\u56fe_\u5fb7\u5dde\u6251\u514b\u4f4d\u7f6e\u56fe' \/><\/p>\n<p>\u4e3a\u4e86\u4fbf\u4e8e\u7406\u89e3\uff0c\u6211\u4eec\u5148\u6765\u770bRPS+\u4f8b\u5b50\uff0c\u5176\u4e2d\u6838\u5fc3\u95ee\u9898\u662f\uff0c\u6211\u4eec\u9519\u8bef\u4e14\u4e0d\u5408\u5b9e\u9645\u5730\u5047\u5b9aP_2\u4f1a\u59cb\u7ec8\u6267\u884c\u56fa\u5b9a\u7b56\u7565\u3002\u82e5P_2\u51fa\u77f3\u5934\u3001\u5e03\u4ee5\u53ca\u526a\u5200\u7684\u5b9e\u9645\u771f\u5b9e\u6982\u7387\u662f\u7279\u5b9a\u60c5\u51b5\uff0c\u90a3\u4e48P_1\u4f1a\u53bb\u6311\u9009\u4efb\u610f\u4e00\u79cd\u7b56\u7565\uff0c\u5e76\u4e14\u5176\u671f\u671b\u503c\u662f0\u3002\u7136\u800c\uff0c\u8981\u662f\u5047\u5b9aP_2\u4e00\u76f4\u6267\u884c\u56fa\u5b9a\u7b56\u7565\uff0cP_1\u6709\u53ef\u80fd\u5bfb\u89c5\u4e0d\u5230\u5bf9P_2\u53d8\u5316\u5177\u6709\u9c81\u68d2\u6027\u7684\u7b56\u7565\u3002\u5b9e\u9645\u4e0a\uff0cP_2\u7684\u6700\u4f18\u7b56\u7565\u662f\u4f9d\u8d56\u4e8eP_1\u9009\u62e9\u77f3\u5934\u3001\u5e03\u548c\u526a\u5200\u7684\u6982\u7387\u7684\u3002\u901a\u5e38\u6765\u8bb2\uff0c\u5904\u4e8e\u4e0d\u5b8c\u7f8e\u4fe1\u606f\u535a\u5f08\u91cc\uff0c\u73a9\u5bb6\u4e8e\u67d0\u4e2a\u51b3\u7b56\u70b9\u7684\u6700\u4f18\u7b56\u7565\uff0c\u662f\u4f9d\u9760\u73a9\u5bb6\u5728\u72b6\u6001\u65b9\u9762\u7684\u4fe1\u5ea6\u5206\u5e03\uff0c\u4e5f\u5c31\u662f\u4fe1\u8d56\u5206\u5e03\u72b6\u6001\uff0c\u4ee5\u53ca\u5176\u4ed6\u667a\u80fd\u4f53\u5728\u8be5\u51b3\u7b56\u70b9\u7684\u7b56\u7565\u3002<\/p>\n<p>\u4e8e\u672c\u6587\u91cc\uff0c\u7814\u7a76\u8005\u5f15\u5165\u4e86\u4e00\u79cd\u6df1\u5ea6\u6709\u9650\u6c42\u89e3\u529e\u6cd5\uff0c\u4ee5\u6b64\u786e\u4fdd\u73a9\u5bb6\u7b56\u7565\u9488\u5bf9\u5bf9\u624b\u7684\u53d8\u5316\u5177\u6709\u9c81\u68d2\u6027\u3002\u7814\u7a76\u8005\u51c6\u8bb8\u5bf9\u624b\u5728\u6df1\u5ea6\u6709\u9650\u4e4b\u5904\u5c55\u5f00\u6700\u540e\u4e00\u56de\u52a8\u4f5c\u6311\u9009\uff0c\u8fd9\u91cc\u9762\u6bcf\u4e2a\u52a8\u4f5c\u5bf9\u5e94\u5bf9\u624b\u4f1a\u5728\u535a\u5f08\u5269\u4f59\u90e8\u5206\u65bd\u884c\u7684\u7b56\u7565\uff0c\u800c\u975e\u5728\u6df1\u5ea6\u6781\u9650\u5904\u5355\u7eaf\u5730\u66ff\u6362\u5355\u4e2a\u72b6\u6001\u503c\u3002\u7b56\u7565\u7684\u9009\u5b9a\u51b3\u5b9a\u4e86\u72b6\u6001\u503c\u3002\u5bf9\u624b\u5e76\u975e\u6309\u7167\u7279\u5b9a\u4e8e\u72b6\u6001\u7684\u5f62\u5f0f\u8fdb\u884c\u6311\u9009\uff0c\u4e5f\u5c31\u662f\u5e76\u975e\u9009\u62e9\u6700\u5927\u72b6\u6001\u503c\u3002\u76f8\u53cd\uff0c\u81ea\u7136\u800c\u7136\u5730\uff0c\u5bf9\u624b\u5fc5\u987b\u5728\u6240\u6709\u72b6\u6001\u505a\u51fa\u76f8\u540c\u7684\uff0c\u5bf9\u4ed6\u800c\u8a00\u65e0\u6cd5\u5206\u8fa8\u7684\u6311\u9009\u3002\u7ecf\u7531\u7814\u7a76\u8005\u8bc1\u5b9e\uff0c\u8981\u662f\u5bf9\u624b\u88ab\u8d4b\u4e88\u4e86\u5904\u4e8e\u6df1\u5ea6\u6709\u9650\u72b6\u51b5\u4e0b\u7684\u8db3\u91cf\u7b56\u7565\uff0c\u90a3\u4e48\u51e1\u662f\u5904\u5728\u6df1\u5ea6\u6709\u9650\u4e4b\u5904\u7684\u5b50\u535a\u5f08\u6c42\u89e3\uff0c\u7686\u4e3a\u5b8c\u6574\u535a\u5f08\u7684\u7eb3\u4ec0\u5747\u8861\u7b56\u7565\u7684\u6784\u6210\u90e8\u5206\u3002\u4ed6\u4eec\u8fd8\u501f\u7531\u5b9e\u9a8c\u8868\u660e\uff0c\u5f53\u4ec5\u4e88\u4ee5\u5c11\u91cf\u7b56\u7565\u4e4b\u65f6\uff08\u65e8\u5728\u63d0\u5347\u8ba1\u7b97\u901f\u5ea6\uff09\uff0c\u6b64\u65b9\u6cd5\u7684\u6027\u80fd\u6500\u5347\u81f3\u6781\u5176\u9ad8\u7684\u7a0b\u5ea6\u3002<\/p>\n<p>6 \u5b9e\u9a8c<\/p>\n<p>\u7814\u7a76\u8005\u9488\u5bf9\u4e00\u5bf9\u4e00\u65e0\u9650\u6ce8\u5fb7\u5dde\u6251\u514b\uff08HUNL\uff09\uff0c\u6784\u5efa\u4e86\u5b9e\u9a8c\uff0c\u9488\u5bf9\u4e00\u5bf9\u4e00\u65e0\u9650\u6ce8flop\u6251\u514b\uff08NLFH\uff09\uff0c\u4e5f\u6784\u5efa\u4e86\u5b9e\u9a8c \u9644\u5f55B\u4e4b\u4e2d \u6709\u7740\u8fd9\u4e9b\u6e38\u620f\u7684\u89c4\u5219 HUNL \u5c5e\u4e8e\u4e0d\u5b8c\u7f8e\u4fe1\u606f\u535a\u5f08 AI \u7684\u4e3b\u8981 \u5927\u89c4\u6a21\u57fa\u51c6 NLFH \u4e0eHUNL \u76f8\u4f3c \u53ea\u662f\u535a\u5f08\u4f1a\u5728\u7b2c\u4e8c\u4e2a\u56de\u5408\u4e4b\u540e \u7acb\u523b\u7ed3\u675f \u8fd9\u4f7f\u5f97\u5176\u89c4\u6a21\u8db3\u591f\u5c0f \u8fdb\u800c\u80fd\u591f\u7cbe\u786e\u5730\u8ba1\u7b97\u6700\u4f73\u53cd\u5e94 \u548c\u7eb3\u4ec0\u5747\u8861 \u6027\u80fd\u4f9d\u636embb\/g\u8fdb\u884c\u6d4b\u91cf \u8fd9\u662f\u6587\u732e\u91cc\u7684\u6807\u51c6\u80dc\u7387\u5ea6\u91cf\u3002\uff4d\uff42\uff42\uff0f\uff47\u4e5f\u88ab\u79f0\u4f5c\uff4d\uff49\uff4c\uff4c\uff49 &#8211; \uff42\uff49\uff47 \uff42\uff4c\uff49\uff4e\uff44\uff53 \uff50\uff45\uff52 \uff47\uff41\uff4d\uff45\uff0c\u8fd9\u4e2a\u8bf4\u6cd5\u4e43\u662f\u6307\u4e00\u4e2a\u6e38\u620f\u76f8\u5173\u7684\u6570\u636e\uff0c\u5b83\u6240\u8868\u793a\u7684\u662f\u73a9\u5bb6\u4eec\u4e8e\u6bcf\u4e00\u6b21\u4e00\u624b\u724c\u91cc\u8fb9\uff0c\u5e73\u5747\u60c5\u51b5\u4e0b\u80fd\u591f\u80dc\u51fa\u4e14\u662f\u5927\u76f2\u6ce8\uff08\u8fd9\u4e2a\u5927\u76f2\u6ce8\u662f\u73a9\u5bb6\u4eec\u5728\u4e00\u5f00\u59cb\u65f6\u5c31\u4e00\u5b9a\u8981\u53bb\u627f\u8bfa\u7684\u8d4c\u6ce8\uff09\u7684\u5343\u5206\u4e4b\u4e00\u7684\u6570\u91cf \u3002<\/p>\n<p><img src='\/wp-content\/uploads\/2026\/01\/1767409528148_1.png' alt='\u5fb7\u5dde\u6251\u514b\u4f4d\u7f6e\u56fe_\u5fb7\u5dde\u6251\u514b\u4f4d\u7f6e\u56fe_\u5fb7\u5dde\u6251\u514b\u4f4d\u7f6e\u56fe' \/><\/p>\n<p>\u56fe 2\uff1a\u9488\u5bf9\u56de\u5e94\u5bf9\u624b\u7684 off-tree \u52a8\u4f5c\u3001\u6df1\u5ea6\u6709\u9650\u7684\u3001\u89e3\u51b3\u65b9\u6848\u7684\u5229\u7528\u5ea6\uff0c\u6b64\u5229\u7528\u5ea6\u4f5c\u4e3a\u72b6\u6001\u503c\u6570\u91cf\u7684\u51fd\u6570\u3002\u7814\u7a76\u8005\u8fdb\u884c\u4e86\u5bf9\u6bd4\uff0c\u5bf9\u6bd4\u7684\u662f\u52a8\u4f5c\u8f6c\u6362\u7684\u65b9\u6cd5\uff0c\u4ee5\u53ca\u5728\u52a8\u4f5c\u63d0\u53d6\u4e2d\u5305\u542b off-tree \u52a8\u4f5c\u7684\u65b9\u6cd5\uff0c\u8fd9\u91cc\u5728 CFR+\u7684 1000 \u6b21\u8fed\u4ee3\u65f6\u8fbe\u6210\u7684\u5229\u7528\u5ea6\u662f\u4e0b\u9650\u503c\u3002<\/p>\n<p>6.2\uff0c\u4e8e\u4e00\u5bf9\u4e00\u65e0\u9650\u6ce8\u5fb7\u5dde\u6251\u514b\uff08HUNL\uff09\u65b9\u9762\uff0c\u5f00\u5c55\u5bf9\u6297\u9876\u5c16AI\u7684\u5b9e\u9a8c\u6d3b\u52a8\uff0c\u6d3b\u52a8\u5185\u5bb9\u4e3a\u8fdb\u884c\u76f8\u5173\u5b9e\u9a8c \u3002<\/p>\n<p>\u6211\u4eec\u4e3b\u8981\u7684\u5b9e\u9a8c\uff0c\u91c7\u7528\u4e86\u6df1\u5ea6\u6709\u9650\u6c42\u89e3\u7684\u529e\u6cd5\uff0c\u5e76\u4e14\u4ec5\u4ec5\u662f\u8fd0\u7528\u8fde\u5e38\u89c1\u7b14\u8bb0\u672c\u8ba1\u7b97\u673a\u90fd\u5177\u5907\u7684\u8ba1\u7b97\u8d44\u6e90\uff0c\u53bb\u751f\u6210\u582a\u79f0\u5927\u5e08\u7ea7\u522b\u7684HUNL\u6251\u514bAI\uff0c\u4e5f\u5c31\u662fModicum\u3002\u6211\u4eec\u9488\u5bf9Modicum\u5c55\u5f00\u4e86\u6d4b\u8bd5\uff0c\u5176\u4e2d\u6d89\u53caBaby Tartanian8\u4ee5\u53caSlumbot\uff0c\u800cBaby Tartanian8\u4e43\u662f2016\u5e74\u5ea6\u8ba1\u7b97\u673a\u6251\u514b\u7ade\u8d5b\u7684\u4f18\u80dc\u8005\uff0cSlumbot\u5219\u662f2018\u5e74\u5ea6\u8ba1\u7b97\u673a\u6251\u514b\u7ade\u8d5b\u7684\u4f18\u80dc\u8005\u3002\u7f16\u53f7\u4e3a Baby Tartanian8 \u7684\u4e2a\u4f53\u4ee5\u53ca Slumbot 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