{"blog_title":"Morikatron Engineer Blog","author_url":"https://blog.hatena.ne.jp/morika-takeuchi/","url":"https://tech.morikatron.ai/entry/2020/08/31/100000","width":"100%","blog_url":"https://tech.morikatron.ai/","height":"190","published":"2020-08-31 10:00:00","author_name":"morika-takeuchi","provider_url":"https://hatena.blog","title":"\u3010CFR\u3011\u4e0d\u5b8c\u5168\u60c5\u5831\u30b2\u30fc\u30e0\u3092\u5b66\u7fd2\u3059\u308bAI\u3092\u5b9f\u88c5\u3057\u3066\u307f\u308b\u3010KuhnPoker\u3011","version":"1.0","image_url":"https://cdn-ak.f.st-hatena.com/images/fotolife/m/morika-takeuchi/20200804/20200804144631.png","provider_name":"Hatena Blog","categories":["Python","\u4e0d\u5b8c\u5168\u60c5\u5831\u30b2\u30fc\u30e0","CFR"],"type":"rich","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Ftech.morikatron.ai%2Fentry%2F2020%2F08%2F31%2F100000\" title=\"\u3010CFR\u3011\u4e0d\u5b8c\u5168\u60c5\u5831\u30b2\u30fc\u30e0\u3092\u5b66\u7fd2\u3059\u308bAI\u3092\u5b9f\u88c5\u3057\u3066\u307f\u308b\u3010KuhnPoker\u3011 - Morikatron Engineer Blog\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","description":"\u3053\u3093\u306b\u3061\u306f\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u7af9\u5185\u3067\u3059\u3002 \u3053\u308c\u307e\u3067\u306e\u8a18\u4e8b\u3067\u306fDQfD\u3001PPO\u3068\u3044\u3063\u305f\u6df1\u5c64\u5f37\u5316\u5b66\u7fd2\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u7d39\u4ecb\u3057\u3066\u304d\u307e\u3057\u305f\u304c\u3001\u4eca\u56de\u306f\u5c11\u3057\u8da3\u5411\u3092\u5909\u3048\u3066\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u3092\u4f7f\u308f\u305a\u306b\u4e0d\u5b8c\u5168\u60c5\u5831\u30b2\u30fc\u30e0\u306e\u6226\u7565\u3092\u6c42\u3081\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u6271\u3044\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002 \u4e0d\u5b8c\u5168\u60c5\u5831\u30b2\u30fc\u30e0\u306eAI KuhnPoker\u306e\u30eb\u30fc\u30eb \u8a18\u53f7\u306e\u5b9a\u7fa9\u3068\u8aac\u660e \u30ca\u30c3\u30b7\u30e5\u5747\u8861 Counterfactual Regret Minimization \u5b9f\u88c5 \u30b2\u30fc\u30e0\u306e\u30eb\u30fc\u30eb\u90e8\u5206 CFR\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0 \u7d50\u679c \u307e\u3068\u3081 References"}