{"id":21897,"date":"2020-11-13T21:04:51","date_gmt":"2020-11-13T13:04:51","guid":{"rendered":"https:\/\/swarma.org\/?p=21897"},"modified":"2020-11-13T21:04:51","modified_gmt":"2020-11-13T13:04:51","slug":"deepmind%e6%8f%90%e5%87%ba%e5%a4%9a%e4%ba%ba%e6%b8%b8%e6%88%8f%e7%9a%84%e7%bd%91%e7%bb%9c%e5%88%86%e6%9e%90%e6%96%b9%e6%b3%95-nature-communications%e7%a0%94%e7%a9%b6%e9%80%9f%e9%80%92","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=21897","title":{"rendered":"DeepMind\u63d0\u51fa\u591a\u4eba\u6e38\u620f\u7684\u7f51\u7edc\u5206\u6790\u65b9\u6cd5 | Nature communications\u7814\u7a76\u901f\u9012"},"content":{"rendered":"
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Navigating the landscape of multiplayer games<\/span><\/p>\n

\u8bba\u6587\u5730\u5740\uff1a<\/span><\/p>\n

https:\/\/www.nature.com\/articles\/s41467-020-19244-4#Sec2<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u6240\u8c13\u7b56\u7565\u7a7a\u95f4<\/span>\uff08landscape of games\uff09<\/span>\uff0c\u53ef\u4ee5\u770b\u6210\u662f\u5c06\u6e38\u620f\u7684\u80cc\u666f\u62bd\u79bb\uff0c\u800c\u53ea\u5173\u6ce8\u6e38\u620f\u4e2d\u73a9\u5bb6\u7684\u7b56\u7565\u548c\u4e92\u52a8\u600e\u6837\u5f71\u54cd\u73a9\u5bb6\u6536\u76ca\u3002<\/span><\/p>\n


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\u8fd9\u79cd\u5c06\u6e38\u620f\u8868\u793a\u4e3a\u56fe\u6216\u7f51\u7edc\u7684\u65b9\u6cd5\uff0c\u80fd\u4f7f\u6211\u4eec\u5bf9\u6e38\u620f\u5e95\u5c42\u7ed3\u6784\u548c\u590d\u6742\u6027\u6709\u66f4\u591a\u7684\u6d1e\u5bdf\u3002\u5728\u8bba\u6587\u4e2d\uff0c\u4f5c\u8005\u8fd8\u53d1\u73b0\u6e38\u620f\u7b56\u7565\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u89e3\u51b3\u6e38\u620f\u7684\u590d\u6742\u5ea6\u4e4b\u95f4\u5177\u6709\u663e\u8457\u7684\u76f8\u5173\u6027\u3002<\/span><\/p>\n


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

\u5bf9AlphaGo\u548cAlphaStar\u7684\u7b56\u7565\u5206\u6790<\/strong><\/span><\/h3>\n

<\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

 <\/span><\/p>\n

\u8fd9\u5957\u65b9\u6cd5\u80fd\u591f\u7528\u6765\u5206\u6790\u590d\u6742\u7684\u6e38\u620f\uff0c\u5e76\u5c06\u5176\u5f52\u7c7b\u3002<\/span><\/p>\n


<\/p>\n

AlphaGo\u548cAlphaStar\u662fDeepMind\u5206\u522b\u4e3a\u56f4\u68cb\u548c\u661f\u9645\u4e89\u9738\u8bbe\u8ba1\u7684\u6e38\u620fAI\u3002\u7814\u7a76\u8005\u6839\u636e\u4e0a\u8ff0\u6d41\u7a0b\uff0c\u5206\u522b\u7814\u7a76\u4e86\u5b83\u4eec\u5728\u6e38\u620f\u7b56\u7565\u7a7a\u95f4\u7684\u4f4d\u7f6e\uff0c\u4ee5\u53ca\u5bf9\u5e94\u7684\u6e38\u620f\u7c7b\u578b\u3002<\/span><\/p>\n

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


<\/p>\n

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

\u56fe4\uff1aAlphaGo\u7684\u6e38\u620f\u7b56\u7565\u8fdb\u884c\u5206\u6790\u7684\u8fc7\u7a0b<\/span><\/p>\n


<\/p>\n

\u5982\u4e0a\u56fe\u6240\u793a\uff0c\u5bf9AlphaGo\u7b56\u7565\u805a\u7c7b\u540e\uff0c\u6700\u7ec8\u80fd\u591f\u5c06\u56f4\u68cb\u5f52\u4e3a\u5faa\u73af\u578b\u7684\u6e38\u620f\uff0c\u5373\u4e0d\u5b58\u5728\u4e00\u4e2a\u59cb\u7ec8\u5360\u4f18\u7684\u7b56\u7565\u3002\u8fd9\u4e5f\u7b26\u5408\u6211\u4eec\u7684\u5e38\u8bc6\u3002<\/span><\/p>\n


<\/p>\n

\u9664\u4e86\u5f52\u7c7b\uff0c\u8be5\u65b9\u6cd5\u8fd8\u53ef\u4ee5\u533a\u5206\u4e0d\u540c\u7b56\u7565\u7b49\u7ea7\u7684\u73a9\u5bb6\uff08agent\uff09\u6240\u5e26\u6765\u7684\u5f71\u54cd\u3002<\/span><\/strong><\/p>\n

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

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

\u56fe5\uff1a\u4f7f\u7528\u6240\u6709AlphaStar\u7248\u672c\u6765\u5206\u6790\u661f\u9645\u4e89\u9738<\/span><\/p>\n


<\/p>\n

\u5728\u5bf9\u661f\u9645\u4e89\u9738\u8fd9\u6837\u6d89\u53ca\u4e09\u4e2a\u79cd\u65cf\u7684\u5bf9\u6218\u7c7b\u6e38\u620f\u7684\u5206\u6790\u4e2d\uff0c\u4f7f\u7528AlphaStar\u7684\u4e0d\u540c\u7248\u672c<\/span>\uff08\u5bf9\u5e94\u4e0d\u540c\u80fd\u529b\u7ea7\u522b\u7684\u7b56\u7565\uff09<\/span>\uff0c\u53ef\u4ee5\u6784\u5efa\u51fa\u6e38\u620f\u7684\u7b56\u7565\u7a7a\u95f4\uff0c\u5982\u56fe5\u6240\u793a\u3002\u53ef\u4ee5\u770b\u5230\u56fe5-d\u4e2d\uff0c\u4e0d\u5b58\u5728\u4e00\u4e2a\u6700\u4f18\u7684\u7b56\u7565\u3002\u662f\u5faa\u73af\u578b\u6e38\u620f\u3002<\/span><\/p>\n

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

<\/p>\n

\u56fe6\uff1a\u53ea\u7528\u6700\u5f3a\u7684\u51e0\u4e2aAlphaStar\u6765\u5206\u6790\u661f\u9645\u4e89\u9738<\/span><\/p>\n


<\/p>\n

\u800c\u53ea\u4f7f\u7528\u6700\u5f3a\u7684\u6570\u4e2aAlphaStar\u667a\u80fd\u4f53\uff0c\u6784\u5efa\u7b56\u7565\u7684\u6536\u76ca\u77e9\u9635\uff0c\u7ecf\u8fc7\u76f8\u540c\u7684\u5206\u6790\u6b65\u9aa4\uff0c\u5374\u53ef\u4ee5\u5f97\u51fa\u622a\u7136\u4e0d\u540c\u7684\u7ed3\u8bba\u3002\u5982\u56fe6-h\u6240\u793a\uff0c\u5b58\u5728\u4e00\u4e2a\u6bd4\u5176\u4ed6\u7b56\u7565\u90fd\u597d\u7684\u6700\u4f18\u7b56\u7565\u3002\u8fd9\u610f\u5473\u7740\u5bf9\u5f88\u5f3a\u7684AI\u6765\u8bf4\uff0c\u661f\u9645\u4e89\u9738\u662f\u53ef\u4f20\u5bfc\u578b\u6e38\u620f\u3002\u5f3a\u8005\u4e4b\u95f4\u535a\u5f08\uff0c\u53cd\u800c\u66f4\u5bb9\u6613\u627e\u5230\u6700\u5f3a\u7684\u3002<\/span><\/p>\n


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\u7814\u7a76\u6e38\u620f\u7b56\u7565\u7a7a\u95f4\u7684\u610f\u4e49<\/strong><\/span><\/p>\n

<\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

 <\/span><\/p>\n

\u8be5\u7814\u7a76\u9996\u6b21\u7ed3\u5408\u535a\u5f08\u8bba\u548c\u56fe\u8bba\uff0c\u6839\u636e\u6e38\u620f\u7b56\u7565\u95f4\u7684\u5173\u7cfb\u6784\u5efa\u7f51\u7edc\uff0c\u5bf9\u591a\u79cd\u6e38\u620f\u8fdb\u884c\u4e86\u7edf\u4e00\u5206\u6790\uff0c\u8bba\u8bc1\u4e86\u590d\u6742\u7f51\u7edc\u65b9\u6cd5\u53ef\u4ee5\u7528\u6765\u89e3\u51b3\u6e38\u620f\u89c4\u5219\u751f\u6210\u7b49\u95ee\u9898\u3002<\/span><\/strong><\/p>\n


<\/p>\n

AI\u7684\u53d1\u5c55\uff0c\u4e0e\u5f85\u89e3\u51b3\u7684\u95ee\u9898\u606f\u606f\u76f8\u5173\u3002\u6316\u6398\u51fa\u6e38\u620f\u7684\u7b56\u7565\u7a7a\u95f4\uff0c\u672a\u6765\u5c31\u53ef\u80fd\u4eba\u5de5\u751f\u6210\u4f4d\u4e8e\u7279\u5b9a\u7b56\u7565\u7a7a\u95f4\u4f4d\u7f6e\u7684\u65b0\u6e38\u620f\uff0c\u5e76\u4e14\u8bbe\u8ba1\u7279\u5b9a\u7684AI\u89e3\u51b3\u8be5\u6e38\u620f\u3002\u8fd9\u4f1a\u8ba9AI\u7814\u7a76\u66f4\u6709\u9488\u5bf9\u6027\uff0c\u8fdb\u800c\u6269\u5c55AI\u53ef\u80fd\u7684\u5e94\u7528\u9886\u57df\u3002<\/span><\/p>\n


<\/p>\n

\u5982\u4f55\u751f\u4ea7\u5927\u91cf\u6709\u8da3\u7684\u81ea\u9002\u5e94\u73af\u5883\u4ee5\u652f\u6301\u7814\u7a76\uff0c\u662f\u591a\u4e3b\u4f53\u5efa\u6a21\u3001\u4eba\u5de5\u793e\u4f1a\u3001\u4eba\u5de5\u751f\u547d\u7b49\u9886\u57df\u957f\u671f\u5173\u6ce8\u7684\u95ee\u9898\u3002\u6784\u5efa\u6e38\u620f\u7b56\u7565\u7a7a\u95f4\uff0c\u5bf9\u591a\u4e3b\u4f53\u5efa\u6a21\u7684\u73af\u5883\u3001\u89c4\u5219\u8bbe\u8ba1\u4e5f\u6709\u6240\u542f\u53d1\u3002<\/span><\/p>\n


<\/p>\n

\u9664\u4e86\u5bf9\u6e38\u620fAI\u548c\u5efa\u6a21\u8bbe\u8ba1\u7684\u542f\u53d1\uff0c\u5728\u5176\u4ed6\u5b66\u79d1\u4e2d\u6d89\u53ca\u591a\u4e2a\u53c2\u4e0e\u8005\u6216\u591a\u79cd\u7b56\u7565\u7684\u590d\u6742\u535a\u5f08\u95ee\u9898\uff0c\u4f8b\u5982\u5165\u4fb5\u7269\u79cd\u548c\u672c\u5730\u7269\u79cd\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\uff0c\u4e5f\u53ef\u4ee5\u501f\u9274\u672c\u7814\u7a76\u63d0\u4f9b\u7684\u6846\u67b6\u3002<\/span><\/p>\n

 <\/span><\/section>\n
\n
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\u4f5c\u8005<\/span>\uff1a\u90ed\u745e\u4e1c\u3001\u5218\u57f9\u6e90<\/span><\/span><\/section>\n
\u7f16\u8f91\uff1a\u9093\u4e00\u96ea<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n
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<\/section>\n<\/section>\n<\/section>\n
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\u590d\u6742\u79d1\u5b66\u6700\u65b0\u8bba\u6587<\/strong><\/span><\/p>\n

<\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n


<\/section>\n

\u96c6\u667a\u6591\u56fe\u9876\u520a\u8bba\u6587\u901f\u9012\u680f\u76ee\u4e0a\u7ebf\u4ee5\u6765\uff0c\u6301\u7eed\u6536\u5f55\u6765\u81eaNature\u3001Science<\/em>\u7b49\u9876\u520a\u7684\u6700\u65b0\u8bba\u6587\uff0c\u8ffd\u8e2a\u590d\u6742\u7cfb\u7edf\u3001\u7f51\u7edc\u79d1\u5b66\u3001\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u7b49\u9886\u57df\u7684\u524d\u6cbf\u8fdb\u5c55\u3002\u73b0\u5728\u6b63\u5f0f\u63a8\u51fa\u8ba2\u9605\u529f\u80fd\uff0c\u6bcf\u5468\u901a\u8fc7\u5fae\u4fe1\u670d\u52a1\u53f7\u300c\u96c6\u667a\u6591\u56fe\u300d\u63a8\u9001\u8bba\u6587\u4fe1\u606f\u3002\u626b\u63cf\u4e0b\u65b9\u4e8c\u7ef4\u7801\u5373\u53ef\u4e00\u952e\u8ba2\u9605\uff1a<\/span><\/p>\n


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\u63a8\u8350\u9605\u8bfb<\/strong><\/span><\/p>\n

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<\/section>\n
\u751f\u547d\u590d\u6742\u6027\u7cfb\u5217\u8bfb\u4e66\u4f1a<\/strong><\/a>
<\/section>\n
Nature \u673a\u5668\u667a\u80fd\u7efc\u8ff0\uff1aAI\u5982\u4f55\u81ea\u52a8\u751f\u6210\u6e38\u620f<\/strong><\/span><\/a>
<\/section>\n
\u751f\u547d\u6e38\u620f\u4e3a\u4f55\u8ff7\u4eba\uff1f\u4ece\u590d\u6742\u6027\u79d1\u5b66\u770b\u7535\u5b50\u6e38\u620f\u7684\u672a\u6765<\/strong><\/span><\/a>
<\/section>\n
\u6e38\u620f\u535a\u5f08\u8bba\uff1a\u6d1e\u6089\u201c\u526a\u5200-\u77f3\u5934-\u5e03”\u80cc\u540e\u7684\u7eb3\u4ec0\u5747\u8861<\/a><\/strong><\/span><\/section>\n
<\/span>\u73a9\u6e38\u620f\u4e5f\u80fd\u505a\u79d1\u7814\uff1f\u7f51\u6e38EVE online\u9738\u6c14\u767b\u9876Nature\u5b50\u520a\u5c01\u9762\uff01<\/a>
<\/span><\/strong><\/section>\n
\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/a><\/span><\/strong><\/span><\/section>\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

\n

<\/p>\n<\/section>\n

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


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<\/p>\n

\ud83d\udc47\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u8ffd\u8e2a\u590d\u6742\u79d1\u5b66\u9876\u520a\u8bba\u6587<\/span><\/span><\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"

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