{"id":14503,"date":"2019-01-25T00:00:50","date_gmt":"2019-01-24T16:00:50","guid":{"rendered":"http:\/\/swarma.org\/da1f93fa58\/"},"modified":"2019-01-25T18:12:02","modified_gmt":"2019-01-25T10:12:02","slug":"da1f93fa58","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=14503","title":{"rendered":"AI\u518d\u6b21\u5b8c\u80dc\u4eba\u7c7b\uff01DeepMind\u5728\u661f\u9645\u4e89\u9738II\u4e2d10:1\u51fb\u8d25\u804c\u4e1a\u73a9\u5bb6"},"content":{"rendered":"
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\"\u96c6\u667a\"<\/p>\n

\u76f4\u64ad\u73b0\u573a<\/span><\/strong><\/span><\/p>\n

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\u4eca\u5929\u51cc\u6668\uff0c\u5728 YouTube \u548c Twitch \u4e0a\u64ad\u51fa\u4e86\u4e00\u7cfb\u5217\u661f\u9645\u4e89\u9738II<\/span>\u6e38\u620f\u6bd4\u8d5b\u4e2d\uff0c\u8c37\u6b4c\u5b50\u516c\u53f8 DeepMind \u5f00\u53d1\u7684\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf AlphaStar\uff0c\u8fde\u7eed10\u573a\u6bd4\u8d5b\u51fb\u8d25\u4eba\u7c7b\u3002<\/span><\/span><\/p>\n

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\u661f\u9645\u4e89\u9738<\/span>II<\/span>\u662f<\/span>\u8457\u540d\u7684\u5373\u65f6\u6218\u7565\u6e38\u620f<\/span>\uff0c\u8fd9\u662f\u4eba\u5de5\u667a\u80fd\u5728\u8be5\u9879\u8d5b\u4e8b\u4e2d\u9996\u6b21\u4e0e\u4eba\u7c7b\u9876\u5c16\u804c\u4e1a\u9009\u624b\u5bf9\u6218\uff0c\u5e76\u53d6\u5f97\u538b\u5012\u6027\u80dc\u5229\u3002<\/span><\/span><\/p>\n

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\u8c37\u6b4c\u653e\u51fa\u4e86\u4e24\u4e2a\u7cfb\u5217\u517110\u573a\u5bf9\u6218\u89c6\u9891\u5f55\u50cf\uff0c\u8fd910\u573a\u6bd4\u8d5b2018\u5e7412\u6708\u8fdb\u884c\u7684\u3002\u5728\u8fd9\u4e24\u4e2a\u7cfb\u5217\u4e2d\uff0cAlphaStar \u5206\u522b\u4e0e\u4eba\u7c7b\u804c\u4e1a\u9009\u624b MaNa\u548c TLO \u7684\u5bf9\u6218\uff0c\u90fd\u5df25:0\u7684\u6218\u7ee9\u6a2a\u626b\u4eba\u7c7b\u73a9\u5bb6\u3002<\/span><\/span><\/p>\n

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\u6700\u53d7\u77a9\u76ee\u7684\uff0c\u662f\u4eca\u5929 AlphaStar \u548c\u4eba\u7c7b\u9009\u624b MaNa \u7684\u4e00\u573a\u76f4\u64ad\u6bd4\u8d5b\u3002\u6bd4\u8d5b\u4e2d AlphaStar\u8bd5\u56fe\u5c06\u6574\u4e2a\u519b\u56e2\u4f5c\u4e3a\u6574\u4f53\u63a8\u8fdb\uff0c\u6a2a\u626b MaNa \u7684\u57fa\u5730\u3002\u4f46 MaNa \u5728 AlphaStar \u57fa\u5730\u540e\u65b9\u53cd\u590d\u9a9a\u6270\uff0c\u83b7\u5f97\u8db3\u591f\u7684\u5efa\u9020\u65f6\u95f4\u3002\u867d\u7136<\/span>MaNa \u66fe\u7ecf\u88ab AlphaStar \u591a\u6b21\u51fb\u8d25\uff0c\u4f46\u5728 AI \u9762\u524d\uff0c\u4eba\u7c7b\u4e5f\u6709\u5b66\u4e60\u80fd\u529b\u3002<\/span><\/p>\n

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\u5c3d\u7ba1 MaNa \u53d1\u73b0\u4e86 AlphaStar \u7684\u6f0f\u6d1e\uff0c\u83b7\u5f97\u4e86\u4eba\u7c7b\u73a9\u5bb6\u7684\u552f\u4e00\u4e00\u6b21\u80dc\u5229\u3002\u4f46 AlphaStar \u5df2\u7ecf\u4e0e\u53e6\u4e00\u4f4d\u804c\u4e1a\u9009\u624b TLO \u5728\u6bd4\u8d5b\u4e2d\uff0c\u53d6\u5f97\u4e865:0\u7684\u5b8c\u80dc\u3002\u53ea\u80fd\u8bf4\u8fd9\u662f\u633d\u56de\u989c\u9762\u7684\u4e00\u5c40\u3002<\/span><\/p>\n

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\n
<\/div>\n<\/div>\n

<\/span>AlphaStar \u4e0e\u4eba\u7c7b\u9009\u624b MaNa \u4eca\u6668\u76f4\u64ad\u5bf9\u6218\u89c6\u9891<\/span><\/strong><\/p>\n

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\u5168\u90e8\u6bd4\u8d5b\u8fc7\u540e\uff0cAlphaStar \u5728\u661f\u9645\u4e89\u9738<\/span>II<\/span>\u4e2d\u4e0e\u4eba\u7c7b\u5bf9\u6297\u7684\u603b\u6218\u7ee9\u662f10:1\u3002<\/span><\/p>\n

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DeepMind \u7814\u7a76\u5458 David Silver \u5728\u8d5b\u540e\u8868\u793a\uff0c\u4eba\u5de5\u667a\u80fd\u5df2\u7ecf\u5728\u4e0d\u540c\u6e38\u620f\u4e2d\u53d6\u5f97\u8bb8\u591a\u6807\u5fd7\u6027\u7684\u80dc\u5229\uff0c\u6b64\u524d\u5305\u62ec\u56fd\u9645\u8c61\u68cb\u3001\u56f4\u68cb\u3001Dota2 \u7b49\u3002\u672a\u6765\u4ecd\u6709\u5927\u91cf\u5de5\u4f5c\u8981\u505a\uff0c\u4f46\u5c06\u6765\u4eba\u4eec\u56de\u987e\u4eca\u5929\uff0c\u4e5f\u8bb8\u4f1a\u8ba4\u4e3a\u8fd9\u662f\u4eba\u5de5\u667a\u80fd\u8de8\u51fa\u7684\u91cd\u8981\u4e00\u6b65\u3002<\/span><\/p>\n

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\u5728\u5b9e\u65f6\u5f71\u50cf\u7c7b\u7535\u5b50\u6e38\u620f\u4e2d\u51fb\u8d25\u4eba\u7c7b\u4f3c\u4e4e\u8ddf\u4eba\u5de5\u667a\u80fd\u7684\u4e3b\u8981\u529f\u80fd\u65e0\u5173\uff0c\u4f46\u8fd9\u662f\u4e00\u9879\u91cd\u5927\u7684\u7814\u7a76\u6311\u6218\u3002\u7c7b\u4f3c\u661f\u9645\u4e89\u9738<\/span>II<\/span>\u8fd9\u6837\u7684\u6e38\u620f\uff0c\u5bf9\u4e8e\u7535\u8111\u6765\u8bf4\u6bd4\u68cb\u76d8\u6e38\u620f\u96be\u5ea6\u66f4\u9ad8\u3002<\/span><\/p>\n

\n

\u5728\u661f\u9645\u4e89\u9738<\/span>II<\/span>\u4e2d\uff0c\u4eba\u5de5\u667a\u80fd\u65e0\u6cd5\u89c2\u5bdf\u6240\u6709\u7269\u4f53\u7684\u79fb\u52a8\u4ece\u800c\u8ba1\u7b97\u540e\u7eed\u884c\u52a8\uff0c\u800c\u662f\u88ab\u8981\u6c42\u548c\u4eba\u4e00\u6837\uff0c\u53ea\u80fd\u901a\u8fc7\u89c2\u5bdf\u5c4f\u5e55\u89c6\u57df\u5185\u7684\u7269\u4f53\u79fb\u52a8\uff0c\u6765\u505a\u51fa\u5b9e\u65f6\u53cd\u5e94\u3002<\/span><\/p>\n

\"\u96c6\u667a\"<\/span><\/strong><\/span><\/p>\n

\u5728\u4e0e MaNa \u548c TLO \u7684\u6bd4\u8d5b\u4e2d\uff0cAlphaStar \u7684\u5e73\u5747\u6bcf\u5206\u949f\u52a8\u4f5c\u6b21\u6570\u7684\u5206\u5e03\uff0c\u4ee5\u53ca\u89c2\u5bdf\u4e0e\u884c\u52a8\u95f4\u7684\u603b\u5ef6\u8fdf\u65f6\u95f4<\/span><\/span><\/strong><\/span><\/p>\n

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TLO \u548c MaNa \u7b49\u804c\u4e1a\u73a9\u5bb6\u5e73\u5747\u6bcf\u5206\u949f\u53ef\u4ee5\u505a\u51fa\u6570\u767e\u4e2a\u6e38\u620f\u52a8\u4f5c\uff0c\u4f46\u8fd9\u6bd4\u73b0\u5728\u591a\u6570\u673a\u5668\u4eba\u8981\u5f31\u3002\u4e3a\u4e86\u63d0\u9ad8\u7cfb\u7edf\u7684\u53cd\u5e94\u51c6\u786e\u6027\uff0cAlphaStar \u5e73\u5747\u6bcf\u5206\u949f\u53d1\u51fa\u7684\u52a8\u4f5c\u53ea\u6709280\u6b21\uff0c\u8fd9\u6bd4\u4eba\u7c7b\u804c\u4e1a\u73a9\u5bb6\u8fd8\u8981\u4f4e\u3002\u539f\u56e0\u662f AlphaStar \u6a21\u4eff\u4e86\u4eba\u7c7b\u73a9\u6e38\u620f\u7684\u65b9\u5f0f\u3002\u6b64\u5916\uff0cAlphaStar \u7684\u89c2\u5bdf\u548c\u884c\u52a8\u4e4b\u95f4\u7684\u5e73\u5747\u5ef6\u8fdf\u65f6\u95f4\u4e3a350\u6beb\u79d2\u3002<\/span><\/p>\n

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\u4f46\u8fd9\u4e9b\u6ca1\u6709\u6210\u4e3a\u96be\u5012 DeepMind \u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u7684\u969c\u788d\u3002<\/span>AlphaStar \u4f7f\u7528\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u5b66\u4e60\u661f\u9645\u4e89\u9738<\/span>II<\/span>\u7684\u5b8c\u6574\u6e38\u620f\u89c6\u9891\uff0c\u5229\u7528\u539f\u59cb\u6e38\u620f\u6570\u636e\uff0c\u4ee5\u76d1\u7763\u5b66\u4e60\u548c\u5f3a\u5316\u5b66\u4e60\u7684\u65b9\u5f0f\u8fdb\u884c\u8bad\u7ec3\u3002<\/span><\/p>\n

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AlphaStar \u8fd8\u4f7f\u7528\u4e86\u591a\u4f53\u667a\u80fd\u7b97\u6cd5\uff08multi-agent learning algorithm\uff09\u3002<\/span>\u7814\u7a76\u8005\u4e3a\u667a\u80fd\u4f53\uff08agent\uff09\u8bbe\u7f6e\u4e86\u76ee\u6807\uff08\u83b7\u80dc\u6216\u8005\u4ec5\u4ec5\u6d3b\u7740\uff09\uff0c\u9996\u5148\u901a\u8fc7\u6a21\u4eff\u4eba\u7c7b\u73a9\u5bb6\u6765\u5b66\u4e60\uff0c\u7136\u540e\u8ba9\u667a\u80fd\u4f53\u76f8\u4e92\u6bd4\u8d5b\uff0c\u6700\u5f3a\u7684\u751f\u5b58\u4e0b\u6765\uff0c\u6700\u5f31\u7684\u88ab\u6dd8\u6c70\u3002<\/span><\/p>\n

<\/span><\/p>\n

\"\u96c6\u667a\"<\/p>\n

AlphaStar \u7684\u56fe\u5f62\u5904\u7406\u53ef\u89c6\u5316<\/span><\/strong><\/span><\/p>\n

<\/span><\/strong><\/span><\/p>\n

DeepMind \u4f30\u8ba1\uff0cAlphaStar \u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u7684\u65b9\u5f0f\uff0c\u5df2\u7ecf\u79ef\u7d2f\u4e86\u5927\u7ea6200\u5e74\u7684\u6e38\u620f\u8bad\u7ec3\u65f6\u95f4\uff01<\/span><\/p>\n

\n

\u4e0e\u4eba\u7c7b\u73a9\u5bb6\u5728\u6e38\u620f\u4e2d\u5bf9\u6297\u7684\u76ee\u7684\u5e76\u4e0d\u662f\u5728\u6e38\u620f\u4e2d\u51fb\u8d25\u4eba\u7c7b\uff0c\u800c\u662f\u4e3a\u4e86\u63d0\u5347 AI \u8bad\u7ec3\u65b9\u6cd5\uff0c\u66f4\u662f\u4e3a\u4e86\u5c1d\u8bd5\u5728\u7c7b\u4f3c\u661f\u9645\u4e89\u9738\u6e38\u620f\u8fd9\u6837\u7684\u590d\u6742\u865a\u62df\u73af\u5883\u4e2d\uff0c\u5efa\u7acb\u53ef\u8fd0\u884c\u7684 AI \u7cfb\u7edf\uff0c\u6700\u7ec8\u5b9e\u73b0\u53ef\u4ee5\u6267\u884c\u4efb\u4f55\u4eba\u7c7b\u4efb\u52a1\u7684\u901a\u7528\u4eba\u5de5\u667a\u80fd\u3002<\/span><\/p>\n

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\u56e0\u6b64\uff0c\u91cd\u8981\u7684\u4e0d\u662f\u51fb\u8d25\u4eba\u7c7b\uff0c\u800c\u662f\u901a\u8fc7\u6bd4\u8d5b\u5bf9 AI \u7684\u4efb\u52a1\u8868\u73b0\u8fdb\u884c\u57fa\u51c6\u6d4b\u8bd5\u3002<\/span><\/p>\n

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\u800c AlphaStar \u7684\u8fd9\u6b21\u6bd4\u8d5b\u5e76\u975e\u7ec8\u70b9\u3002\u53c2\u8d5b\u7684 MaNa \u548c TLO \u4e24\u4f4d\u9009\u624b\u867d\u7136\u662f\u804c\u4e1a\u9009\u624b\uff0c\u4f46\u4ec5\u4ec5\u662f\u4f18\u79c0\u804c\u4e1a\u9009\u624b\uff0c\u800c\u975e\u51a0\u519b\u7ea7\u522b\u3002<\/span><\/p>\n

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2\u670815\u65e5\uff0c\u4e16\u754c\u51a0\u519b\u82ac\u5170\u804c\u4e1a\u7535\u7ade\u6218\u961f ENCE\uff0c\u5c06\u5411\u6700\u5f3a AI \u53d1\u8d77\u6311\u6218\uff01<\/span><\/p>\n

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\"\u96c6\u667a\"<\/p>\n

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\u53c2\u8003\u8d44\u6599:<\/span>DeepMind \u6280\u672f\u535a\u5ba2\uff1a<\/span><\/p>\n

https:\/\/deepmind.com\/blog\/alphastar-mastering-real-time-strategy-game-starcraft-ii\/<\/span><\/p>\n

AlphaStar\u6e38\u620f\u89c6\u9891\u5168\u7a0b\u5f55\u50cf\uff1ahttps:\/\/www.youtube.com\/watch?v=cUTMhmVh1qs<\/span><\/p>\n

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\"\u96c6\u667a\"<\/div>\n<\/p>\n
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\u96c6\u667a\u4ff1\u4e50\u90e8QQ\u7fa4\uff5c877391004<\/span><\/strong><\/p>\n

\u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org<\/span><\/strong><\/p>\n

\n

\u25c6<\/span>\u25c6<\/span>\u25c6<\/span><\/span><\/strong><\/strong><\/h1>\n<\/section>\n

\u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/span><\/p>\n<\/p>\n

\u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/span><\/p>\n

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\"\u96c6\u667a\"<\/div>\n<\/section>\n

\u8ba9\u82f9\u679c\u7838\u5f97\u66f4\u731b\u70c8\u4e9b\u5427\uff01<\/span><\/p>\n

<\/span><\/p>\n

\u261f\u261f<\/span><\/span>\u70b9\u51fb\u5de6\u4e0b\u65b9 |\u9605\u8bfb\u539f\u6587|<\/span><\/strong>\uff0c\u89c2\u770b\u6bd4\u8d5b\u5f55\u50cf\uff01<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u539f\u6587\u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff08\u96c6\u667a\u4ff1\u4e50\u90e8\uff09\uff1a\u96c6\u667a<\/a><\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

\u76f4\u64ad\u73b0\u573a \u4eca\u5929\u51cc\u6668\uff0c\u5728 YouTube \u548c Twitch \u4e0a\u64ad\u51fa\u4e86\u4e00\u7cfb\u5217\u661f\u9645\u4e89\u9738II\u6e38\u620f\u6bd4\u8d5b\u4e2d\uff0c\u8c37\u6b4c\u5b50\u516c\u53f8 DeepMind \u5f00\u53d1\u7684\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf AlphaStar\uff0c\u8fde\u7eed10\u573a\u6bd4\u8d5b\u51fb\u8d25\u4eba\u7c7b\u3002 \u661f\u9645\u4e89\u9738II\u662f\u8457\u540d\u7684\u5373\u65f6\u6218\u7565\u6e38\u620f\uff0c\u8fd9\u662f\u4eba\u5de5\u667a\u80fd\u5728\u8be5\u9879\u8d5b\u4e8b\u4e2d\u9996\u6b21\u4e0e\u4eba\u7c7b\u9876\u5c16\u804c\u4e1a\u9009\u624b\u5bf9\u6218\uff0c\u5e76\u53d6\u5f97\u538b\u5012\u6027\u80dc\u5229\u3002 \u8c37…<\/p>\n","protected":false},"author":1,"featured_media":14507,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[19],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/14503"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=14503"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/14503\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/14507"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=14503"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=14503"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=14503"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=14503"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}