{"id":22231,"date":"2020-11-29T19:24:32","date_gmt":"2020-11-29T11:24:32","guid":{"rendered":"https:\/\/swarma.org\/?p=22231"},"modified":"2020-11-29T19:24:32","modified_gmt":"2020-11-29T11:24:32","slug":"%e5%90%be%e4%b8%8eai%e5%ad%b0%e6%99%ba%e6%85%a7%ef%bc%9fpnas%e5%88%8a%e6%96%87%e6%8f%90%e5%87%baai%e5%9b%9e%e7%ad%94%e6%99%ba%e5%95%86%e6%b5%8b%e8%af%95%e7%9a%84%e4%ba%94%e7%a7%8d%e7%ad%96%e7%95%a5","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=22231","title":{"rendered":"\u543e\u4e0eAI\u5b70\u667a\u6167\uff1fPNAS\u520a\u6587\u63d0\u51faAI\u56de\u7b54\u667a\u5546\u6d4b\u8bd5\u7684\u4e94\u79cd\u7b56\u7565"},"content":{"rendered":"
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1. \u667a\u529b\u6d4b\u9a8c\u5fc5\u8003\u7684\u56fe\u5f62\u63a8\u7406\u95ee\u9898<\/strong><\/span><\/p>\n

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\u770b\u56fe\u627e\u4e0d\u540c\uff0c\u770b\u56fe\u627e\u76f8\u4f3c\uff0c\u770b\u56fe\u627e\u89c4\u5f8b\u8865\u5168\u2026\u2026\u8fd9\u7c7b\u95ee\u9898\u88ab\u79f0\u4e3a\u56fe\u5f62\u63a8\u7406\u95ee\u9898\u3002\u56e0\u4e3a\u56fe\u5f62\u63a8\u7406\u95ee\u9898\u9700\u8981\u6d4b\u8bd5\u8005\u4ece\u60c5\u5883\u4e2d\u63d0\u53d6\u5e76\u7406\u89e3\u4fe1\u606f\uff0c\u6240\u4ee5\u5b83\u65e2\u662f\u4e00\u79cd\u4eba\u7c7b\u667a\u529b\u6d4b\u9a8c\u7684\u95ee\u9898\uff0c\u4e5f\u662f\u5c0f\u5b66\u8003\u8bd5\u9898\u7684\u5e38\u5ba2\u3002<\/span><\/section>\n


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\u56fe1\uff1a\u7ecf\u5178\u7684\u56fe\u5f62\u63a8\u7406\u6d4b\u8bd5\u2014\u2014Raven<\/span><\/section>\n


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\u5982\u56fe\u6240\u793a\u7684\u95ee\u9898\u53eb\u505a Raven \u6d4b\u8bd5\uff0c\u662f\u5f88\u7ecf\u5178\u7684\u4e00\u79cd\u667a\u529b\u6d4b\u9a8c\u9898\u76ee\u3002\u751a\u81f3\u4e0d\u7528\u4efb\u4f55\u6587\u5b57\u8bf4\u660e\uff0c\u5c31\u5927\u6982\u5c31\u80fd\u731c\u51fa\u6765\u63a5\u4e0b\u6765\u8981\u5e72\u4ec0\u4e48\u2014\u2014\u6839\u636e\u5df2\u77e5\u56fe\u7247\u627e\u5bfb\u89c4\u5f8b\uff0c\u8fdb\u800c\u4ece\u591a\u4e2a\u9009\u9879\u4e2d\uff0c\u6311\u51fa\u7a7a\u7f3a\u7684\u56fe\u7247\u3002<\/span><\/section>\n


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\u5373\u4f7f\u662f\u5bf9\u7b2c\u4e00\u6b21\u63a5\u89e6\u8fd9\u7c7b\u9898\u76ee\u7684\u4eba\u800c\u8a00\uff0c\u8fd9\u7c7b\u6d4b\u8bd5\u4e5f\u5f88\u7b80\u5355\u3002<\/span><\/section>\n


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\u8fd9\u662f\u56e0\u4e3a\u4eba\u7c7b\u80fd\u591f\u5bf9\u89c6\u89c9\u7b26\u53f7\u8fdb\u884c\u62bd\u8c61\uff0c\u5e76\u5c06\u63d0\u53d6\u7684\u7279\u5f81\u50a8\u5b58\u5728\u5de5\u4f5c\u8bb0\u5fc6\u4e2d\u3002\u7136\u800c\u8fd9\u6837\u7684\u95ee\u9898\uff0c\u5bf9\u5df2\u6709\u7684\u667a\u80fd\u4f53<\/span>\uff08agent\uff09<\/span>\u6765\u8bf4\uff0c\u7531\u4e8e\u5176\u76ee\u524d\u4ecd\u4f9d\u8d56\u4e8e\u6a21\u5f0f\u8bc6\u522b\u8fdb\u884c\u63a8\u7406\uff0c\u8fdb\u800c\u65e0\u6cd5\u5728\u7b2c\u4e00\u6b21\u63a5\u89e6\u8fd9\u7c7b\u9898\u76ee\u65f6\u5c31\u7ed9\u51fa\u89e3\u7b54\u3002<\/span><\/section>\n


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2. \u4e3a\u4ec0\u4e48\u9700\u8981AI\u5c1d\u8bd5\u89e3\u51b3 Raven \u6d4b\u8bd5\uff1f<\/strong><\/span><\/p>\n

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\u5bf9 Raven \u7b49\u56fe\u5f62\u63a8\u7406\u95ee\u9898\u7684\u7814\u7a76\u65e9\u5df2\u6709\u4e4b\uff0c\u4f46\u5f80\u5f80\u4f9d\u8d56\u4e8e\u8bbe\u8ba1\u826f\u597d\u7684\u7a0b\u5e8f\u548c\u80cc\u666f\u77e5\u8bc6\u3002<\/span><\/section>\n


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\u6700\u65e9\u671f\u7684\u5de5\u4f5c\uff0c\u7528\u903b\u8f91\u5f0f\u7f16\u7a0b\u8bed\u8a00<\/span>\uff08\u5982 Lisp\uff09<\/span>\uff0c\u5c06\u8be5\u56fe\u50cf\u63a8\u7406\u95ee\u9898\u7ecf\u7531\u624b\u5de5\u7f16\u5199\u7684\u7a0b\u5e8f\uff0c\u8f6c\u6362\u6210\u547d\u9898\u8868\u793a<\/span>\uff08\u5982\u5c5e\u6027\u503c\u5bf9\u5217\u8868\uff09<\/span>\uff0c\u7136\u540e\u518d\u89e3\u51b3\u5bf9\u5e94\u7684\u903b\u8f91\u95ee\u9898\u3002\u8be5\u8fc7\u7a0b\u7528\u4e0d\u5230\u673a\u5668\u5b66\u4e60\u3002\u5176\u4e2d\u7684\u4ee3\u8868\u662f\u4e0a\u4e16\u7eaa60\u5e74\u4ee3\u7684 ANALOGY\u3002\u8ddf\u4eba\u76f8\u6bd4\u5dee\u8ddd\u8f83\u5927\uff0c\u4eba\u7c7b\u5728\u4e0d\u7ecf\u53d7\u4efb\u4f55\u4e8b\u5148\u8bad\u7ec3\u7684\u524d\u63d0\u4e0b\uff0c\u5c31\u53ef\u4ee5\u8f7b\u677e\u56de\u7b54 Raven \u95ee\u9898\u3002<\/span><\/section>\n


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\u7b2c\u4e8c\u4ee3\u9488\u5bf9 Raven \u6d4b\u8bd5\u95ee\u9898\u7684\u7a0b\u5e8f\uff0c\u4ecd\u7136\u662f\u57fa\u4e8e\u77e5\u8bc6\u7684\uff0c\u5305\u62ec\u65cb\u8f6c\u3001\u56fe\u50cf\u5408\u6210\u3001\u89c6\u89c9\u76f8\u4f3c\u6027\u7b49\u3002\u7a0b\u5e8f\u53ef\u4ee5\u76f4\u63a5\u8bbf\u95ee\u548c\u64cd\u7eb5\u9898\u5e72\u56fe\u50cf\uff0c\u751a\u81f3\u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d\u7ecf\u5e38\u4ea7\u751f\u65b0\u7684\u56fe\u50cf\u3002<\/span><\/section>\n


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\u800c\u7b2c\u4e09\u4ee3\u89e3\u51b3 Raven \u6d4b\u8bd5\u95ee\u9898\u7684\u7a0b\u5e8f\uff0c\u5219\u662f\u901a\u8fc7\u5bf9\u5927\u91cf\u5b9e\u4f8b\u95ee\u9898\u7684\u8f93\u5165\u8f93\u51fa\u5bf9\u8fdb\u884c\u8bad\u7ec3\uff0c\u4ee5\u5b66\u5230\u89c6\u89c9\u7a7a\u95f4\u57df\u77e5\u8bc6\u7684\u7efc\u5408\u8868\u793a\u4e0e\u95ee\u9898\u4f5c\u4e3a\u89e3\u51b3\u7b56\u7565\u3002<\/span><\/section>\n


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\u7c7b\u4f3c Raven \u8fd9\u6837\u7684\u96be\u9898\u4e4b\u6240\u4ee5\u91cd\u8981\uff0c\u662f\u56e0\u4e3a\u5176\u4f5c\u4e3a\u667a\u529b\u6d4b\u8bd5\uff0c\u8003\u5bdf\u4e86\u4eba\u7c7b\u8ba4\u77e5\u4e2d\u6700\u57fa\u7840\u7684\u80fd\u529b\u2014\u2014\u4ece\u590d\u6742\u60c5\u5883\u4e2d\u63d0\u53d6\u548c\u7406\u89e3\u4fe1\u606f\u3002<\/strong><\/span><\/section>\n


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\u76ee\u524d Raven \u6d4b\u8bd5\u7684\u96be\u5ea6\u8303\u56f4\u8de8\u8d8a\u5f88\u5927\uff0c\u9488\u5bf9\u5b69\u5b50\u6216\u6210\u4eba\u7684\u90fd\u6709\u3002\u5982\u679c\u667a\u80fd\u4f53\u80fd\u591f\u5728\u8fd9\u7c7b\u95ee\u9898\u89e3\u51b3\u4e0a\u53d6\u5f97\u7a81\u7834\uff0c\u90a3\u4e48\u5176\u65b9\u6cd5\u5c31\u6709\u53ef\u80fd\u5e94\u7528\u5230\u66f4\u5e7f\u6cdb\u7684\u95ee\u9898\u89e3\u7b54\u4e2d\u3002<\/strong><\/span><\/section>\n


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3. \u600e\u6837\u7528\u667a\u80fd\u4e3b\u4f53\u89e3\u51b3\u56fe\u5f62\u63a8\u7406\u95ee\u9898\uff1f<\/strong><\/span><\/p>\n

\u4e00\u4e2a\u6846\u67b6\u4e0e\u4e94\u79cd\u7b56\u7565
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\u7814\u7a76\u8005\u5728\u8bba\u6587\u4e2d\u7ed9\u51fa\u4e86\u4e00\u4e2a\u901a\u7528\u6846\u67b6\uff0c\u4ece\u8f93\u5165\u95ee\u9898\u5230\u5f62\u6210\u89e3\u51b3\u65b9\u6848\u3002<\/span><\/section>\n


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\u56fe2\uff1a\u89e3\u51b3\u89c6\u89c9\u8c1c\u9898\u7684\u667a\u80fd\u4f53\u6240\u9700\u7684\u7b97\u6cd5\u6846\u67b6<\/span><\/section>\n


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\u5728\u8be5\u7b97\u6cd5\u6846\u67b6\u4e2d\uff0c\u9996\u5148\u662f\u5b9a\u4e49\u95ee\u9898\uff0c\u5373\u5c06\u95ee\u9898\u4e2d\u7684\u89c6\u89c9\u5143\u7d20\u62b9\u53bb\u3002\u5176\u6b21\u901a\u8fc7\u95ee\u9898\u6a21\u677f\uff0c\u5c06\u539f\u59cb\u95ee\u9898\u53d8\u4e3a\u903b\u8f91\u95ee\u9898\u3002\u8fd9\u4e00\u6b65\u7c7b\u4f3c\u4e8e\u5c06\u56fd\u9645\u8c61\u68cb\u7684\u68cb\u76d8\u56fe\u50cf\uff0c\u53d8\u8f6c\u5316\u6210\u62bd\u8c61\u7684\u68cb\u5c40\u5f62\u52bf\u3002\u800c\u56fe\u4e2d\u7684\u9886\u57df\u77e5\u8bc6\uff0c\u5219\u662f\u57fa\u4e8e\u8bf8\u5982\u5bf9\u79f0\u6027\u3001\u987a\u5e8f\u51e0\u4f55\u56fe\u6848\u3001\u884c\u548c\u5217\u7b49\uff0c\u4e3a\u89e3\u51b3\u7ed9\u5b9a\u7c7b\u578b\u95ee\u9898\u6240\u9700\u7684\u77e5\u8bc6\u6216\u6982\u5ff5\u3002\u800c\u5728\u5907\u9009\u7b54\u6848\u4e2d\u8fdb\u884c\u9009\u62e9\u7684\u6a21\u5757\uff0c\u5219\u662f\u6839\u636e\u591a\u79cd\u6307\u6807\uff0c\u4ece\u591a\u4e2a\u53ef\u80fd\u7684\u7b54\u6848\u4e2d\u6311\u51fa\u6700\u4f18\u7684\u90a3\u4e00\u4e2a\u3002<\/span><\/section>\n


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\u5728\u4e0a\u8ff0\u6846\u67b6\u4e2d\uff0c\u6700\u91cd\u8981\u7684\u662f\u4f4d\u4e8e\u4e2d\u95f4\u7684\u90e8\u5206\uff0c\u5373\u6839\u636e\u9886\u57df\u77e5\u8bc6\u548c\u62bd\u8c61\u540e\u7684\u95ee\u9898\uff0c\u627e\u51fa\u89e3\u51b3\u7b56\u7565\u7684\u6b65\u9aa4<\/span><\/strong>\u3002\u8fd9\u4e5f\u662f\u63a5\u4e0b\u6765\u7684\u4e94\u79cd\u7b56\u7565\u6240\u8981\u8ba8\u8bba\u7684\u3002<\/span><\/section>\n


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\u56fe3\uff1a\u89e3\u51b3 Raven \u95ee\u9898\u7684\u4e94\u79cd\u7b56\u7565<\/span><\/section>\n


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\u7b56\u7565\u4e00\uff0c\u6784\u5efa\u641c\u7d22<\/span>\uff08\u56fe3-A\uff09<\/span>\u3002\u5229\u7528\u56fe\u4e2d\u5b8c\u5168\u5df2\u77e5\u7684\u7b2c\u4e00\u884c\u4e2d\u7684\u5143\u7d20\uff0c\u5bfb\u627e\u80fd\u591f\u89e3\u91ca\u56fe\u4e2d\u89c4\u5f8b\u7684\u8f6c\u53d8\u65b9\u5f0f\u3002\u4e4b\u540e\u518d\u5bfb\u627e\u6240\u6709\u7684\u56de\u7b54\u4e2d\uff0c\u54ea\u4e00\u4e2a\u9002\u7528\u4e8e\u8fd9\u6837\u7684\u89c4\u5f8b\uff0c\u7531\u6b64\u89e3\u51b3\u95ee\u9898\u3002<\/span><\/section>\n


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\u7b56\u7565\u4e8c\uff0c\u53cd\u5e94\u6392\u9664<\/span>\uff08\u56fe3-B\uff09<\/span>\u3002\u548c\u7b2c\u4e00\u79cd\u7b56\u7565\u7c7b\u4f3c\uff0c\u5148\u662f\u6839\u636e\u7b2c\u4e00\u884c\u7684\u5143\u7d20\u5bfb\u627e\u89c4\u5f8b\uff0c\u4e4b\u540e\u9010\u4e2a\u5c06\u53ef\u80fd\u7684\u56de\u7b54\u5e26\u5165\uff0c\u5bfb\u627e\u89c4\u5f8b\uff0c\u901a\u8fc7\u5224\u5b9a\u7b2c\u4e00\u884c\u548c\u7b2c\u4e8c\u884c\u7684\u89c4\u5f8b\u662f\u5426\u76f8\u4f3c\uff0c\u6392\u9664\u9519\u8bef\u7b54\u6848\uff0c\u5f97\u51fa\u6b63\u786e\u56de\u7b54\u3002\u6784\u5efa\u641c\u7d22\u4e0e\u53cd\u5e94\u6392\u9664\u8fd9\u4e24\u79cd\u89e3\u6cd5\uff0c\u90fd\u662f\u57fa\u4e8e\u5c40\u90e8\u7279\u5f81\u4e0e\u5206\u6790\u7684\u8fdb\u884c\u7684\u3002<\/span><\/section>\n


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\u56fe5\uff1a\u5168\u5c40\u641c\u7d22\u7b56\u7565\u793a\u610f\uff0c\u901a\u8fc7\u7f16\u7801\u5668\u751f\u6210Raven\u6d4b\u8bd5\u7684\u7b54\u6848<\/span><\/section>\n


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<\/p>\n

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\u56fe6\uff1a\u683c\u5f0f\u5854\u89c4\u5219\u793a\u4f8b<\/span><\/section>\n


<\/p>\n

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<\/p>\n


<\/span><\/section>\n
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4. \u8ba4\u77e5\u79d1\u5b66\u4e0eAI\u667a\u529b\u68c0\u6d4b<\/strong><\/span><\/p>\n

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 <\/span><\/p>\n

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<\/p>\n

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<\/p>\n

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<\/p>\n

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

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


<\/section>\n

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

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