{"id":8187,"date":"2026-01-22T05:04:25","date_gmt":"2026-01-21T21:04:25","guid":{"rendered":"https:\/\/yiqihuijia.com.cn\/index.php\/2026\/01\/22\/%e8%a7%a3%e8%af%bb%e5%be%b7%e5%b7%9e%e6%89%91%e5%85%8bai%e5%8e%9f%e7%90%86%ef%bc%8c%e4%ba%86%e8%a7%a3%e5%be%b7%e5%b7%9e%e6%89%91%e5%85%8bset%e8%83%8c%e5%90%8e%e7%9a%84%e7%a7%98%e5%af%86\/"},"modified":"2026-01-22T05:04:25","modified_gmt":"2026-01-21T21:04:25","slug":"%e8%a7%a3%e8%af%bb%e5%be%b7%e5%b7%9e%e6%89%91%e5%85%8bai%e5%8e%9f%e7%90%86%ef%bc%8c%e4%ba%86%e8%a7%a3%e5%be%b7%e5%b7%9e%e6%89%91%e5%85%8bset%e8%83%8c%e5%90%8e%e7%9a%84%e7%a7%98%e5%af%86","status":"publish","type":"post","link":"https:\/\/qqovblr.com\/index.php\/2026\/01\/22\/%e8%a7%a3%e8%af%bb%e5%be%b7%e5%b7%9e%e6%89%91%e5%85%8bai%e5%8e%9f%e7%90%86%ef%bc%8c%e4%ba%86%e8%a7%a3%e5%be%b7%e5%b7%9e%e6%89%91%e5%85%8bset%e8%83%8c%e5%90%8e%e7%9a%84%e7%a7%98%e5%af%86\/","title":{"rendered":"\u89e3\u8bfb\u5fb7\u5dde\u6251\u514bAI\u539f\u7406\uff0c\u4e86\u89e3\u5fb7\u5dde\u6251\u514bset\u80cc\u540e\u7684\u79d8\u5bc6"},"content":{"rendered":"<p>\u89e3\u8bfb\u5609\u5bbe\u662f\u7530\u6e0a\u680b\uff0c\u4ed6\u662fFacebook\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u9662\u7684\u7814\u7a76\u5458\uff1b\u4ed6\u4ea6\u662fFacebook\u56f4\u68cbAI\u7a0b\u5e8fDarkForest\u7684\u9996\u5e2d\u5de5\u7a0b\u5e08\u4ee5\u53ca\u7b2c\u4e00\u4f5c\u8005\uff1b\u4ed6\u8fd8\u662f\u5361\u8010\u57fa\u6885\u9686\u5927\u5b66\u673a\u5668\u4eba\u7814\u7a76\u6240\u7684\u535a\u58eb\uff1b\u4ed6\u66fe\u51fa\u4efbGoogle\u65e0\u4eba\u9a7e\u9a76\u56e2\u961f\u7684\u8f6f\u4ef6\u5de5\u7a0b\u5e08\uff1b\u4ed6\u66fe\u83b7\u5f97\u56fd\u9645\u8ba1\u7b97\u673a\u89c6\u89c9\u5927\u4f1a\uff0c\u4e5f\u5c31\u662fICCV\u9a6c\u5c14\u5956\u7684\u8363\u8a89\u63d0\u540d\u3002<\/p>\n<p><img src='\/wp-content\/uploads\/2026\/01\/1769029462314_0.jpg' alt='\u65e0\u9650\u6ce8\u5fb7\u5dde\u6251\u514bAI_\u5fb7\u5dde\u6251\u514b set_\u5fb7\u5dde\u6251\u514bAI' \/><\/p>\n<p>\u8fd9\u662f\u201c\u4e00\u5bf9\u4e00\u65e0\u9650\u6ce8\u5fb7\u5dde\u6251\u514b\u201d\u6e38\u620f\uff08Heads-up no-limit Texas Hold\u2018em\uff09\uff0c\u7b2c\u4e00\u6b65\u5c31\u5f97\u7ed9\u786e\u8ba4\u4e00\u4e0b\u3002\u201c\u4e00\u5bf9\u4e00\u201d\u6307\u7684\u662f\u6211\u8ddf\u4f60\u4e8c\u4eba\u53c2\u4e0e\u7684\u96f6\u548c\u6e38\u620f\uff0c\u5b58\u5728\u6211\u8f93\u94b1\u4f60\u8d62\u94b1\uff0c\u4ee5\u53ca\u6211\u8d62\u94b1\u4f60\u8f93\u94b1\u7684\u60c5\u51b5\uff0c\u522b\u4e8e\u4e00\u4f17\u73a9\u5bb6\u56f4\u5750\u4e00\u684c\u4e14\u8bbe\u6709\u5e84\u5bb6\u7684\u90a3\u79cd\u3002\u201c\u65e0\u9650\u6ce8\u201d\u610f\u5473\u7740\u4f60\u6bcf\u6b21\u4e0b\u6ce8\u65f6\uff0c\u5e76\u975e\u5fc5\u7136\u662f\u4e4b\u524d\u7684\u6574\u6570\u500d\u6570\uff0c\u800c\u662f\u80fd\u53d6\u4efb\u610f\u6570\u503c \u3002<\/p>\n<p>\u6709\u4e24\u4e2a\u6781\u4e3a\u5389\u5bb3\u7684\u6251\u514bAI\uff0c\u5176\u4e2d\u4e00\u4e2a\u662fCMU\u7684<a href='\/index.php\/2026\/01\/13\/%e5%be%b7%e6%89%91%e4%ba%ba%e6%9c%ba%e5%a4%a7%e6%88%98%e8%b5%9b%e5%88%b6%e6%8f%ad%e7%a7%98%ef%bc%81%e8%bf%9e%e7%bb%ad5%e5%a4%a9%e6%af%8f%e5%a4%a9%e6%bf%80%e6%88%9810%e5%b0%8f%e6%97%b6\/' title='Libratus' target='_blank'>Libratus<\/a>\uff0c\u53e6\u4e00\u4e2aAI\u540d\u4e3a<a href='\/index.php\/2026\/01\/11\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e6%94%bb%e9%99%b7%e5%be%b7%e5%b7%9e%e6%89%91%e5%85%8b%ef%bc%8c%e4%bc%9a%e7%bb%99%e4%bc%a0%e7%bb%9f%e7%ad%96%e7%95%a5%e5%b8%a6%e6%9d%a5%e6%80%8e%e6%a0%b7%e7%9a%84\/' title='DeepStack' target='_blank'>DeepStack<\/a>\u3001\u8fd0\u7528\u7684\u662f\u4e00\u6837\u7684\u6846\u67b6\uff0c\u5373\u4e00\u4e2a\u79f0\u4f5cCounterfactual Regret Minimization\uff08CFR\uff09\u7684\u6846\u67b6\uff0c\u7b80\u5355\u6765\u8bb2\u5c31\u662f\u5c06\u6e38\u620f\u91cc\u78b0\u5230\u7684\u53ef\u89c2\u6d4b\u72b6\u6001\uff08\u79f0\u4e3a\u4fe1\u606f\u96c6Information Set\uff09\u5168\u90e8\u7f57\u5217\u51fa\u6765\uff0c\u63a5\u7740\u9488\u5bf9\u6bcf\u4e2a\u53ef\u89c2\u6d4b\u72b6\u6001\uff0c\u51ed\u501f\u6700\u5c0f\u5316\u6700\u5927\u6094\u6068\u503c\u7684\u65b9\u5f0f\uff0c\u5bfb\u5f97\u5bf9\u5e94\u7684\u7b56\u7565\uff0c\u968f\u540e\u4e0d\u65ad\u53cd\u590d\u8fed\u4ee3\u3002<\/p>\n<p><img src='\/wp-content\/uploads\/2026\/01\/1769029462314_1.jpg' alt='\u5fb7\u5dde\u6251\u514b set_\u65e0\u9650\u6ce8\u5fb7\u5dde\u6251\u514bAI_\u5fb7\u5dde\u6251\u514bAI' \/><\/p>\n<p>CMU<\/p>\n<p>Libratus<\/p>\n<p>\u4ece2017\u5e7401\u670831\u65e5\u5f00\u59cb\uff0c\u5b83\u5c55\u5f00\u4e86\u957f\u8fbe20\u5929\u7684\u6bd4\u8d5b\u8f83\u91cf\uff0c\u671f\u95f4\u5b83\u6218\u80dc\u4e86Jason Les\u3001Dong Kim\u3001Daniel McAulay\u548cJimmy Chou\u8fd9\u56db\u4f4d\u6781\u4e3a\u5389\u5bb3\u7684\u6251\u514b\u73a9\u5bb6\uff0c\u5b83\u73a9\u4e8612\u4e07\u624b\u4e00\u5bf9\u4e00\u4e0d\u9650\u6ce8\u89c4\u683c\u7684\u5fb7\u5dde\u6251\u514b\uff0c\u5230\u6bd4\u8d5b\u7ed3\u675f\u4e4b\u65f6\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u7b79\u7801\u65b9\u9762\u9886\u5148\u4eba\u7c7b\u9009\u624b\u8db3\u8db3\u6709\u5171\u7ea6177\u4e07\u7f8e\u5143\u4e4b\u591a \u3002<\/p>\n<p>Libbratus\u672a\u91c7\u7528\u6df1\u5ea6\u5b66\u4e60\uff0c\u4ed6\u4eec\u8fd0\u7528\u4e86End &#8211; gamesolver\uff0c\u9274\u4e8e\u5fb7\u6251\u4e00\u5c40\u65f6\u957f\u8f83\u77ed\uff0c\u6216\u8bb8\u4ec5\u5386\u7ecf\u51e0\u4e2a\u56de\u5408\u4fbf\u7ed3\u675f\uff0c\u6545\u800c\u80fd\u591f\u81ea\u4e0b\u800c\u4e0a\u6784\u5efa\u6e38\u620f\u6811\uff0c\u8fd9\u6837\u505a\u76ca\u5904\u5728\u4e8e\uff0c\u6700\u5e95\u5c42\u8282\u70b9\u5904\u6e38\u620f\u6811\u7684\u72b6\u6001\u8f83\u6613\u7b97\u51fa\uff0c\u501f\u6b64\u53cd\u5411\u6307\u5bfc\u4e0a\u5c42\u6e38\u620f\u6811\u7684\u8bbe\u8ba1\u3002\u518d\u8005\u8fd0\u7528\u4e86\u8499\u7279\u5361\u7f57\u65b9\u6cd5\uff0c\u6807\u51c6\u7684CFR\u6bcf\u5f53\u8fdb\u884c\u8fed\u4ee3\u4e4b\u9645\uff0c\u9700\u5c06\u6574\u4e2a\u6e38\u620f\u6811\u4e88\u4ee5\u641c\u7d22\uff0c\u8fd9\u5bf9\u4e8e\u7a0d\u6709\u590d\u6742\u7a0b\u5ea6\u7684\u6e38\u620f\u800c\u8a00\u662f\u65e0\u6cd5\u88ab\u63a5\u53d7\u7684\u5fb7\u4fe1\u7ade\u6280\uff0c\u9274\u4e8e\u5176\u4e3a\u6307\u6570\u7ea7\u590d\u6742\u5ea6\uff0c\u6545\u800c\u91c7\u7528\u8499\u7279\u5361\u7f57\u65b9\u6cd5\uff0c\u6bcf\u6b21\u6311\u9009\u4e00\u4e9b\u8282\u70b9\u53bb\u66f4\u65b0\u5176\u4e0a\u7684\u7b56\u7565\u3002\u53e6\u5916\u6709\u4e00\u79cd\u60c5\u51b5\u662f\uff0c\u901a\u5e38\u6765\u8bb2\u6211\u4eec\u4e8e\u8fdb\u884c\u6e38\u620f\u4e4b\u65f6\u5e38\u5e38\u4f1a\u601d\u7d22\u5982\u4f55\u53bb\u5229\u7528\u5bf9\u65b9\u7684\u5f31\u70b9\uff0c\u7136\u800c\u5b9e\u9645\u5e76\u975e\u5982\u6b64\u3002\u66f4\u4f73\u7684\u529e\u6cd5\u662f\uff0c\u6211\u529b\u6c42\u8ba9\u4ed6\u4eba\u53d1\u89c9\u6211\u7684\u5f31\u70b9\uff0c\u800c\u540e\u4f9d\u6b64\u6211\u80fd\u591f\u53bb\u6539\u8fdb\u5b83\uff0c\u4f7f\u4e4b\u53d8\u5f97\u6108\u53d1\u5f3a\u5927\u3002\u6362\u7528\u672f\u8bed\u6765\u8bb2\uff0c\u4fbf\u662f\u53bb\u8ba1\u7b97\u4e00\u4e0b\u5bf9\u624b\u7684\u6700\u4f18\u5e94\u5bf9\uff0c\u4e5f\u5c31\u662fBest response\uff0c\u4f7f\u5f97\u5bf9\u624b\u5f97\u4ee5\u5229\u7528\u4f60\u7684\u5f31\u70b9\uff0c\u63a5\u7740\u501f\u52a9\u8fd9\u4e2a\u53cd\u8fc7\u6765\u63d0\u5347\u4f60\u81ea\u8eab\u7684\u6c34\u5e73\u3002<\/p>\n<p>DeepStack<\/p>\n<p>\u90a3\u7531\u52a0\u62ff\u5927\u963f\u5c14\u4f2f\u5854\u5927\u5b66\u3001\u6377\u514b\u5e03\u62c9\u683c\u67e5\u7406\u5927\u5b66\u4ee5\u53ca\u6377\u514b\u7406\u5de5\u5927\u5b66\u4e00\u540c\u8bad\u7ec3\u51fa\u6765\u7684AI\u7cfb\u7edf\uff0c\u548c11\u4f4d\u804c\u4e1a\u6251\u514b\u624b\u5c55\u5f00\u4e863000\u573a\u65e0\u9650\u6ce8\u5fb7\u5dde\u6251\u514b\u6bd4\u8d5b\u54a7\uff0c\u5176\u80dc\u7387\u7adf\u7136\u9ad8\u8fbe10\/11\u54df\uff0c\u4e0d\u4ec5\u5982\u6b64\uff0c\u5b83\u4eec\u5728\u7f51\u4e0a\u8fd8\u53c2\u4e0e\u8fc7\u4e00\u4e9b\u5927\u578b\u804c\u4e1a\u6bd4\u8d5b\u5450\u3002<\/p>\n<p>\u5728\u6211\u4eec\u6240\u770b\u5230\u7684\u60c5\u5f62\u91cc\uff0cDeepStack\u7684\u57fa\u672c\u6d41\u7a0b\u5448\u73b0\u4e3a\u548cAlphaGo\u4ee5\u53ca\u56fd\u8c61\u7684\u67d0\u79cd\u6df7\u5408\u6837\u5f0f\uff0c\u4e5f\u5c31\u662f\u6709\u7740\u4e00\u79cd\u6709\u9650\u6df1\u5ea6\u7684\u641c\u7d22\u8fc7\u7a0b\uff0c\u5e76\u4e14\u8fd8\u52a0\u4e0a\u4e86\u8fd0\u7528\u503c\u7f51\u7edc\u6765\u8fdb\u884c\u4f30\u503c\u3002\u8be6\u7ec6\u6765\u8bb2\uff0c\u5148\u662f\u4ece\u5f53\u524d\u6240\u5904\u72b6\u6001\u5f00\u59cb\uff0c\u671d\u7740\u524d\u65b9\u53bb\u67e5\u770b\u4e09\u56db\u5c42\u7684\u5b50\u6811\uff0c\u63a5\u7740\u5728\u6700\u5e95\u5c42\u8fd0\u7528\u503c\u7f51\u7edc\u6765\u4f30\u91cf\u4e00\u4e0b\u503c\uff08\u5224\u65ad\u8c01\u4f18\u8c01\u52a3\uff09\uff0c\u968f\u540e\u501f\u52a9\u901a\u5e38\u7684CFR\u53bb\u6c42\u89e3\u8fd9\u68f5\u5b50\u6811\u7684\u6700\u4f18\u7b56\u7565\u3002\u5c31\u503c\u7f51\u7edc\u800c\u8a00\uff0c\u6bcf\u4e2a\u4eba\u6301\u6709\u4e24\u5f20\u624b\u724c\uff0c\u4ece52\u5f20\u91cc\u90092\u5f20\uff0c\u4f1a\u51fa\u73b01326\u79cd\u72b6\u51b5\uff0c\u7136\u800c\u6bcf\u79cd\u72b6\u51b5\u90fd\u5e26\u6709\u6982\u7387\uff0c\u4ee5\u6b64\u4f5c\u4e3a\u8f93\u5165\u5185\u5bb9\u3002\u6b64\u8f93\u5165\u540c\u65f6\u8fd8\u6db5\u76d6\u5f53\u65f6\u7684\u7b79\u7801\u6570\u91cf\u4ee5\u53ca\u516c\u5171\u724c\u3002\u5176\u6240\u8f93\u51fa\u7684\uff0c\u662f\u4e8e\u6bcf\u4e00\u79cd\u624b\u724c\u60c5\u5f62\u72b6\u51b5\u4e4b\u4e0b\uff0c\u6240\u4f30\u8ba1\u5f97\u51fa\u7684\u90a3\u4e2a\u503c\u51fd\u6570\u4e5f\u4fbf\u662f\u53cd\u4e8b\u5b9e\u4ef7\u503c\u4f1a\u662f\u591a\u5c11\u7684\u8fd9\u6837\u4e00\u79cd\u6570\u636e \u3002<\/p>\n<p>\u672c\u6587\u8f6c\u81ea\u65b0\u6d6a\u79d1\u6280\uff0c\u662f\u7530\u6e0a\u680b\u6f14\u8bb2\u5173\u4e8e\u5fb7\u5dde\u6251\u514b\u90e8\u5206\u7684\u8282\u9009\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u89e3\u8bfb\u5609\u5bbe\uff1a\u7530\u6e0a\u680b\uff0cFacebook \u4eba\u5de5\u667a\u80fd\u7814\u7a76\u9662\u7814\u7a76\u5458\uff0cFacebook \u56f4\u68cb AI \u7a0b\u5e8f DarkForest \u9996\u5e2d\u5de5\u7a0b\u5e08\u53ca\u7b2c\u4e00\u4f5c\u8005\uff0c\u5361\u8010\u57fa\u6885\u9686\u5927\u5b66\u673a\u5668\u4eba\u7814\u7a76\u6240\u535a\u58eb<\/p>\n","protected":false},"author":1,"featured_media":8188,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[4744,785,1351,4743,5914],"class_list":["post-8187","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-pkxw","tag-counterfactualregretminimization","tag-deepstack","tag-libratus","tag-ai","tag-5914"],"_links":{"self":[{"href":"https:\/\/qqovblr.com\/index.php\/wp-json\/wp\/v2\/posts\/8187","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=8187"}],"version-history":[{"count":0,"href":"https:\/\/qqovblr.com\/index.php\/wp-json\/wp\/v2\/posts\/8187\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/qqovblr.com\/index.php\/wp-json\/wp\/v2\/media\/8188"}],"wp:attachment":[{"href":"https:\/\/qqovblr.com\/index.php\/wp-json\/wp\/v2\/media?parent=8187"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/qqovblr.com\/index.php\/wp-json\/wp\/v2\/categories?post=8187"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/qqovblr.com\/index.php\/wp-json\/wp\/v2\/tags?post=8187"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}