{"id":57337,"date":"2025-03-22T14:01:58","date_gmt":"2025-03-22T06:01:58","guid":{"rendered":"https:\/\/swarma.org\/?p=57337"},"modified":"2025-03-22T14:01:58","modified_gmt":"2025-03-22T06:01:58","slug":"%e8%87%aa%e6%88%91%e6%a8%a1%e6%8b%9f%e5%92%8c%e9%a2%84%e6%b5%8b%ef%bc%9a%e6%9c%ba%e5%99%a8%e5%ae%9e%e7%8e%b0%e8%87%aa%e6%8c%87%e5%8f%88%e8%bf%88%e8%bf%9b%e4%ba%86%e4%b8%80%e6%ad%a5","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=57337","title":{"rendered":"\u81ea\u6211\u6a21\u62df\u548c\u9884\u6d4b\uff1a\u673a\u5668\u5b9e\u73b0\u81ea\u6307\u53c8\u8fc8\u8fdb\u4e86\u4e00\u6b65"},"content":{"rendered":"
\n
\n
\n
\n
\n
\n
\n
\n

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

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

\u6458\u8981<\/strong><\/p>\n<\/section>\n<\/section>\n

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

\u89c6\u89c9\u7684\u51fa\u73b0\u50ac\u5316\u4e86\u4e00\u9879\u5173\u952e\u7684\u8fdb\u5316\u8fdb\u6b65\uff0c\u4f7f\u751f\u7269\u4e0d\u4ec5\u80fd\u591f\u611f\u77e5\u73af\u5883\uff0c\u8fd8\u80fd\u667a\u80fd\u5730\u4e0e\u73af\u5883\u4e92\u52a8\u3002\u8fd9\u4e00\u8f6c\u53d8\u5728\u673a\u5668\u4eba\u7cfb\u7edf\u7684\u8fdb\u5316\u4e2d\u5f97\u5230\u4e86\u547c\u5e94\uff0c\u673a\u5668\u4eba\u901a\u8fc7\u5229\u7528\u89c6\u89c9\u6765\u6a21\u62df\u548c\u9884\u6d4b\u81ea\u8eab\u52a8\u6001\uff0c\u6807\u5fd7\u7740\u5411\u81ea\u4e3b\u6027\u548c\u81ea\u6211\u610f\u8bc6\u8fc8\u51fa\u4e86\u4e00\u5927\u6b65\u3002\u4eba\u7c7b\u5229\u7528\u89c6\u89c9\u8bb0\u5f55\u7ecf\u9a8c\u5e76\u5728\u5185\u90e8\u6a21\u62df\u6f5c\u5728\u884c\u52a8\u3002\u4f8b\u5982\uff0c\u6211\u4eec\u53ef\u4ee5\u60f3\u8c61\u7ad9\u8d77\u6765\u5e76\u4e3e\u8d77\u53cc\u81c2\uff0c\u8eab\u4f53\u4f1a\u5728\u5f62\u6210\u4e00\u4e2a\u201cT\u201d\u5f62\uff0c\u800c\u4e0d\u9700\u8981\u91c7\u53d6\u5b9e\u9645\u884c\u52a8\u3002\u540c\u6837\uff0c\u6a21\u62df\u4f7f\u673a\u5668\u4eba\u80fd\u591f\u5728\u65e0\u9700\u6267\u884c\u7684\u60c5\u51b5\u4e0b\u89c4\u5212\u548c\u9884\u6d4b\u6f5c\u5728\u884c\u52a8\u7684\u7ed3\u679c\u3002\u5728\u6b64\uff0c\u6211\u4eec\u5f15\u5165\u4e86\u4e00\u79cd\u81ea\u76d1\u7763\u5b66\u4e60\u6846\u67b6\uff0c\u4f7f\u673a\u5668\u4eba\u4ec5\u901a\u8fc7\u7b80\u77ed\u7684\u539f\u59cb\u89c6\u9891\u6570\u636e\u5c31\u80fd\u5efa\u6a21\u548c\u9884\u6d4b\u5176\u5f62\u6001\u3001\u8fd0\u52a8\u5b66\u548c\u8fd0\u52a8\u63a7\u5236\uff0c\u4ece\u800c\u65e0\u9700\u5927\u91cf\u7684\u73b0\u5b9e\u4e16\u754c\u6570\u636e\u6536\u96c6\u548c\u8fd0\u52a8\u5b66\u5148\u9a8c\u77e5\u8bc6\u3002\u901a\u8fc7\u89c2\u5bdf\u81ea\u8eab\u7684\u8fd0\u52a8\uff0c\u7c7b\u4f3c\u4e8e\u4eba\u7c7b\u89c2\u5bdf\u955c\u5b50\u4e2d\u7684\u53cd\u5c04\uff0c\u673a\u5668\u4eba\u5b66\u4f1a\u4e86\u4e00\u79cd\u81ea\u6211\u6a21\u62df\u7684\u80fd\u529b\uff0c\u5e76\u80fd\u591f\u4e3a\u5404\u79cd\u4efb\u52a1\u9884\u6d4b\u5176\u7a7a\u95f4\u8fd0\u52a8\u3002\u6211\u4eec\u7684\u7814\u7a76\u7ed3\u679c\u8868\u660e\uff0c\u8fd9\u79cd\u81ea\u6211\u5b66\u4e60\u7684\u6a21\u62df\u4e0d\u4ec5\u80fd\u591f\u5b9e\u73b0\u7cbe\u786e\u7684\u8fd0\u52a8\u89c4\u5212\uff0c\u8fd8\u80fd\u4f7f\u673a\u5668\u4eba\u68c0\u6d4b\u5f02\u5e38\u5e76\u4ece\u635f\u4f24\u4e2d\u6062\u590d\u3002<\/span><\/span><\/strong><\/span><\/strong><\/p>\n

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

\u7814\u7a76\u9886\u57df\uff1a\u81ea\u76d1\u7763\u5b66\u4e60\uff0c\u81ea\u6211\u5efa\u6a21\uff0c\u795e\u7ecf\u8f90\u5c04\u573a\uff08NeRF\uff09\u3001\u8fd0\u52a8\u89c4\u5212\uff0c\u5f02\u5e38\u68c0\u6d4b\uff0c\u5f62\u6001\u9884\u6d4b<\/span><\/strong><\/strong><\/span><\/strong><\/strong><\/strong><\/section>\n<\/section>\n
\n
<\/strong><\/strong><\/strong><\/section>\n<\/section>\n
\n
<\/strong><\/strong><\/section>\n
<\/strong><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\n
\n
\n
<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\n
<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

 <\/span><\/p>\n

<\/section>\n
\n
\u8bba\u6587\u9898\u76ee\uff1aTeaching robots to build simulations of themselves<\/span><\/section>\n
\u53d1\u8868\u65f6\u95f4\uff1a2025\u5e742\u670825\u65e5<\/span><\/section>\n
\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.nature.com\/articles\/s42256-025-01006-w<\/span><\/section>\n
\u671f\u520a\u540d\u79f0\uff1aNature Machine Intelligence<\/em><\/span><\/section>\n<\/blockquote>\n
<\/section>\n

<\/p>\n

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

\u673a\u5668\u4eba\u7684\u201c\u955c\u4e2d\u81ea\u6211\u201d<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

\n
<\/section>\n
<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n

<\/p>\n

\n
\u673a\u5668\u4eba\u80fd\u5426\u50cf\u4eba\u7c7b\u4e00\u6837\u901a\u8fc7\u201c\u7167\u955c\u5b50\u201d\u8ba4\u8bc6\u81ea\u5df1\uff1f<\/span><\/section>\n<\/blockquote>\n

<\/span><\/section>\n
\u89c6\u89c9\u7684\u8fdb\u5316\u8ba9\u751f\u7269\u4e0d\u4ec5\u80fd\u611f\u77e5\u73af\u5883\uff0c\u8fd8\u80fd\u901a\u8fc7\u60f3\u8c61\u9884\u6d4b\u884c\u52a8\u7684\u7ed3\u679c\u3002\u5f53\u6211\u4eec\u7167\u955c\u5b50\u65f6\uff0c\u5927\u8111\u4f1a\u5efa\u7acb\u81ea\u8eab\u8fd0\u52a8\u4e0e\u89c6\u89c9\u53cd\u9988\u4e4b\u95f4\u7684\u5173\u8054\uff0c\u6700\u7ec8\u53ef\u4ee5\u95ed\u773c\u6a21\u62df\u4e3e\u624b\u6295\u8db3\u7684\u59ff\u6001\uff0c\u800c\u673a\u5668\u4eba\u80fd\u5426\u50cf\u4eba\u4e00\u6837\uff0c\u4ec5\u51ed\u89c6\u89c9\u89c2\u5bdf\u6784\u5efa\u5bf9\u81ea\u8eab\u5f62\u6001\u548c\u8fd0\u52a8\u80fd\u529b\u7684\u8ba4\u77e5\uff1f<\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n
\u56fe 1. \u6b63\u5728\u63a2\u7d22\u201c\u955c\u4e2d\u81ea\u6211\u201d\u7684\u673a\u5668\u4eba<\/span><\/section>\n

<\/span><\/section>\n
\u8fd1\u671f\uff0cNature Machine Intelligence <\/em>\u6742\u5fd7\u4e0a\u53d1\u8868\u4e86\u4e00\u9879\u7814\u7a76\uff1a\u673a\u5668\u4eba\u65e0\u9700\u8be6\u5c3d\u7684CAD\u6a21\u578b\u6216\u590d\u6742\u7684\u5916\u90e8\u4f20\u611f\u5668\uff0c\u4ec5\u51ed\u5355\u4e2a\u6444\u50cf\u5934\u89c2\u5bdf\u81ea\u8eab\u8fd0\u52a8\uff0c\u4fbf\u80fd\u81ea\u4e3b\u5efa\u7acb\u4e00\u4e2a\u51c6\u786e\u7684\u81ea\u8eab\u6a21\u578b\uff08self-model\uff09<\/strong>\u3002\u673a\u5668\u4eba\u901a\u8fc7\u89c6\u89c9\u53cd\u9988\uff0c\u9010\u6e10\u638c\u63e1\u81ea\u5df1\u8eab\u4f53\u7ed3\u6784\u4e0e\u8fd0\u52a8\u7684\u5173\u7cfb\uff0c\u4eff\u4f5b\u4eba\u7c7b\u901a\u8fc7\u955c\u5b50\u8ba4\u8bc6\u81ea\u5df1\u7684\u8fc7\u7a0b\u4e00\u6837\u3002\u8fd9\u79cd\u65b0\u9896\u7684\u80fd\u529b\u88ab\u7814\u7a76\u4eba\u5458\u79f0\u4f5c\u201c\u8fd0\u52a8\u5b66\u81ea\u6211\u610f\u8bc6\uff08Kinematic Self-Awareness\uff09<\/strong>\u201d\uff0c\u5176\u76ee\u6807\u662f\u8d4b\u4e88\u673a\u5668\u4eba\u7406\u89e3\u81ea\u8eab\u3001\u9002\u5e94\u73af\u5883\u53d8\u5316\u751a\u81f3\u5728\u53d7\u635f\u65f6\u5feb\u901f\u6062\u590d\u7684\u80fd\u529b\uff0c\u800c\u65e0\u9700\u9891\u7e41\u7684\u4eba\u5de5\u5e72\u9884\u3002<\/span><\/section>\n


<\/span><\/h2>\n

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

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

\u673a\u5668\u4eba\u5982\u4f55\u5efa\u7acb\u8d77\u201c\u81ea\u6211\u5f62\u8c61\u201d\uff1f<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

\n
<\/section>\n
<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n

<\/p>\n

\u4f20\u7edf\u673a\u5668\u4eba\u4f9d\u8d56\u5de5\u7a0b\u5e08\u9884\u5148\u8bbe\u8ba1\u7684CAD\u6a21\u578b\u548c\u8fd0\u52a8\u5b66\u65b9\u7a0b\uff0c\u800c\u5728\u8be5\u7814\u7a76\u4e2d\uff0c\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u79cd\u81ea\u7531\u5f62\u6001\u8fd0\u52a8\u5b66\u81ea\u6a21\u578b<\/span>\uff08Free-Form Kinematic Self-Model, FFKSM\uff09<\/span>\uff0c\u8fd9\u662f\u4e00\u79cd\u57fa\u4e8e\u67e5\u8be2<\/span>\uff08query-based\uff09<\/span>\u7684\u795e\u7ecf\u7f51\u7edc\u67b6\u6784\uff0c\u5b83\u56de\u7b54\u7684\u95ee\u9898\u662f\uff1a\u7ed9\u5b9a\u7a7a\u95f4\u5750\u6807\u70b9 X=(x,y,z) \u548c\u5173\u8282\u89d2\u5ea6 A = (A0<\/sub>, A1<\/sub>, A2<\/sub>, A3<\/sub>)\uff0c\u8f93\u51fa\u8be5\u70b9\u662f\u5426\u88ab\u673a\u5668\u4eba\u5360\u636e\u548c\u662f\u5426\u5728\u6444\u50cf\u5934\u89c6\u91ce\u4e2d\u3002<\/span><\/section>\n

<\/span><\/section>\n
FFKSM \u5305\u542b\u4e09\u4e2a\u6838\u5fc3\u90e8\u5206\uff1a\u5750\u6807\u7f16\u7801\u5668\uff08Coordinates Encoder\uff09<\/strong>\u3001\u8fd0\u52a8\u5b66\u7f16\u7801\u5668\uff08Kinematic Encoder\uff09\u548c\u9884\u6d4b\u6a21\u5757\uff08Predictive Module\uff09<\/strong>\u3002<\/span><\/section>\n

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

\u56fe2. \u81ea\u7531\u5f62\u6001\u8fd0\u52a8\u5b66\u81ea\u6a21\u578b\uff08Free-Form Kinematic Self-Model, FFKSM\uff09\u6a21\u578b\u67b6\u6784\u6982\u89c8<\/span><\/p>\n


<\/span><\/section>\n
\u60f3\u8c61\u4e00\u4e0b\u673a\u5668\u4eba\u7684"\u5927\u8111"\u5206\u4e3a\u4e09\u4e2a\u534f\u540c\u5de5\u4f5c\u7684\u533a\u57df\uff1a<\/span><\/section>\n

<\/span><\/section>\n
    \n
  1. \n
    \u5750\u6807\u7f16\u7801\u5668 <\/strong>C(\u00b7) \uff1a<\/strong><\/section>\n<\/li>\n<\/ol>\n
    \u7528\u4e8e\u5904\u7406\u7a7a\u95f4\u4f4d\u7f6e<\/strong>\u4fe1\u606f\uff0c\u8f93\u5165\u5f53\u524d\u67e5\u8be2\u70b9\uff08query point\uff09\u7684\u4f4d\u7f6e\u5750\u6807 X \u548c\u673a\u5668\u4eba\u7684\u57fa\u7840\u59ff\u6001\uff0c\u5373\u5e95\u5ea7\u7684\u671d\u5411 <\/strong>A0<\/sub> \u548c\u4e3b\u81c2\u4f4d\u7f6e <\/strong>A1<\/sub>\u3002\u5148\u901a\u8fc7\u53d8\u6362\u77e9\u9635 T \u5c06\u67e5\u8be2\u70b9\u4ece\u4e16\u754c\u5750\u6807\u7cfb X \u8f6c\u6362\u5230\u865a\u62df\u5750\u6807\u7cfb X’=T(X, A0<\/sub>, A1<\/sub>) \u4e2d\u3002\u8fd9\u76f8\u5f53\u4e8e\u5c06\u201c\u673a\u5668\u4eba\u5e95\u5ea7\u79fb\u52a8\u201d\u8f6c\u6362\u4e3a\u201c\u6444\u50cf\u5934\u76f8\u5bf9\u673a\u5668\u4eba\u5e95\u5ea7\u7684\u79fb\u52a8\u201d\uff0c\u4f7f\u6a21\u578b\u80fd\u4e13\u6ce8\u4e8e\u624b\u81c2\u5f62\u6001\u5b66\u4e60\u3002\u5750\u6807\u7f16\u7801\u5668\u8f93\u51fa\u8be5\u5750\u6807\u7684\u57fa\u7840\u7279\u5f81\u3002<\/span><\/section>\n

    <\/span><\/section>\n
      \n
    1. \n
      \u8fd0\u52a8\u5b66\u7f16\u7801\u5668 <\/strong>K(\u00b7)<\/span> <\/strong>\uff1a<\/strong><\/section>\n<\/li>\n<\/ol>\n
      \u4e13\u6ce8\u4e8e\u624b\u81c2\u7684\u5f2f\u66f2\u65b9\u5f0f<\/strong>\uff0c\u76f8\u5f53\u4e8e\u4eba\u7c7b\u611f\u77e5\u81ea\u5df1\u624b\u81c2\u548c\u624b\u8155\u5982\u4f55\u5f2f\u66f2\uff0c\u5b83\u5904\u7406\u5269\u4f59\u5173\u8282\u7684\u89d2\u5ea6\u4fe1\u606f\u3002\u8f93\u5165\u5173\u8282\u89d2 A2<\/sub>, A3<\/sub>\uff0c\u8fd0\u52a8\u5b66\u7f16\u7801\u5668<\/strong>\u8f93\u51fa\u8fd0\u52a8\u5b66\u7279\u5f81\uff0c\u8868\u5f81\u673a\u5668\u4eba\u6b64\u523b\u5173\u8282\u5f2f\u66f2\u72b6\u6001\u3002<\/span><\/section>\n

      <\/span><\/section>\n
        \n
      1. \n
        \u9884\u6d4b\u6a21\u5757 <\/strong>P(\u00b7)<\/span> <\/strong> \uff1a<\/strong><\/section>\n<\/li>\n<\/ol>\n
        \u7efc\u5408\u524d\u4e24\u4e2a\u533a\u57df\u7684\u4fe1\u606f\uff0c\u5224\u65ad\u8be5\u7a7a\u95f4\u70b9\u7684\u5bc6\u5ea6 \u03c3<\/span> \uff1a\u662f\u5426\u88ab\u673a\u5668\u4eba\u8eab\u4f53\u5360\u636e\uff1b\u4ee5\u53ca\u53ef\u89c1\u6027 \u03b1 <\/span>\uff1a\u6444\u50cf\u5934\u80fd\u5426\u770b\u5230\u8fd9\u4e2a\u70b9\u3002\u901a\u8fc7\u5927\u91cf\u7684\u7a7a\u95f4\u70b9\u9884\u6d4b\uff0c\u53ef\u4ee5\u5f62\u6210\u5b8c\u6574\u7684\u673a\u5668\u4eba\u81ea\u6211\u5f62\u8c61\u3002<\/span><\/section>\n

        <\/span><\/section>\n
        \u5b8c\u6574\u6a21\u578b\u53ef\u8868\u793a\u4e3a\uff1a<\/span><\/section>\n

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

        <\/p>\n

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


        <\/span><\/h2>\n


        <\/span><\/h2>\n

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

        \u6a21\u578b\u8bad\u7ec3<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

        \n
        <\/section>\n
        <\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n

        <\/p>\n

        \u5f53\u5a74\u513f\u9996\u6b21\u9762\u5bf9\u955c\u5b50\u62ac\u8d77\u624b\u81c2\u65f6\uff0c\u4f1a\u9010\u6b65\u9886\u609f\u955c\u5b50\u91cc\u52a8\u4f5c\u4e0e\u81ea\u8eab\u80a2\u4f53\u7684\u5bf9\u5e94\u5173\u7cfb\u3002\u7c7b\u4f3c\u5730\uff0c\u673a\u5668\u4eba\u901a\u8fc7\u5efa\u7acb\u81ea\u8eab\u4f4d\u7f6e\u3001\u5173\u8282\u72b6\u6001\u4e0e\u76f8\u673a\u56fe\u50cf\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u7406\u89e3\u81ea\u5df1\u7684\u8eab\u4f53\u7ed3\u6784\u3001\u9884\u6d4b\u8fd0\u52a8\u5f62\u6001\u3002\u8fd9\u79cd\u65b9\u6cd5\u7684\u5de7\u5999\u4e4b\u5904\u5728\u4e8e\uff0c\u65e0\u9700\u4eba\u4e3a\u8bbe\u5b9a\u673a\u5668\u4eba\u6bcf\u4e2a\u8eab\u4f53\u90e8\u4f4d\u7684\u7cbe\u786e\u6a21\u578b\u4e0e\u53c2\u6570\uff0c\u800c\u662f\u8ba9\u5b83\u901a\u8fc7\u89c6\u89c9\u53cd\u9988\u8fdb\u884c\u81ea\u76d1\u7763\u5b66\u4e60\uff0c\u5efa\u7acb\u8d77\u4e00\u4e2a\u5bf9\u81ea\u8eab\u201c\u8eab\u4f53\u201d\u7684\u7406\u89e3\u3002<\/span><\/section>\n

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

        \u8bad\u7ec3\u6570\u636e\uff1a\u673a\u5668\u4eba\u7684"\u54bf\u5440\u5b66\u8bed"<\/span><\/strong><\/span><\/h3>\n

        <\/span><\/section>\n
        \u5728\u5b66\u4e60\u5f00\u59cb\u524d\uff0c\u9700\u8981\u51c6\u5907\u4e00\u4e9b\u673a\u5668\u4eba\u201c\u81ea\u6211\u201d\u7684\u771f\u5b9e\u6570\u636e\u3002\u5c31\u50cf\u4eba\u7c7b\u5a74\u513f\u5728\u5927\u91cf\u6f2b\u65e0\u76ee\u7684\u5730\u624b\u811a\u6325\u52a8\u8fc7\u7a0b\u4e2d\uff0c\u9010\u6e10\u5b66\u4f1a\u4e86\u5982\u4f55\u63a7\u5236\u81ea\u5df1\u7684\u8eab\u4f53\uff1b\u5728\u8fd9\u4e2a\u9636\u6bb5\uff0c\u673a\u5668\u4eba\u4e5f\u9700\u8981\u968f\u673a\u8fdb\u884c\u5173\u8282\u79fb\u52a8\uff0c\u6444\u50cf\u673a\u4f1a\u62cd\u6444\u8bb0\u5f55\u673a\u5668\u4eba\u6bcf\u4e2a\u59ff\u6001\u4e0b\u7684\u56fe\u50cf<\/strong>\uff0c\u4f5c\u4e3a\u771f\u5b9e\u503c<\/span>\uff08groud truth\uff09<\/span>\u7528\u4e8e\u540e\u7eed\u8bad\u7ec3\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u6536\u96c6\u4e86\u673a\u5668\u4eba\u572812,000\u79cd\u4e0d\u540c\u59ff\u52bf\u4e0b\u7684\u6570\u636e\uff0c\u5176\u4e2d80%\u7528\u4e8e\u6a21\u578b\u8bad\u7ec3\uff0c\u5269\u4f5920%\u7528\u4e8e\u6a21\u578b\u6548\u679c\u9a8c\u8bc1\u3002<\/span><\/section>\n

        <\/span><\/section>\n
        \u4e3a\u4e86\u5e2e\u52a9\u673a\u5668\u4eba\u66f4\u597d\u5730\u5b66\u4e60\uff0c\u7814\u7a76\u56e2\u961f\u5c06\u6444\u50cf\u5934\u8bb0\u5f55\u7684\u56fe\u50cf\u8fdb\u884c\u9884\u5904\u7406\uff0c\u5c06\u5f69\u8272\u56fe\u50cf\u5904\u7406\u6210\u9ed1\u767d\u4e8c\u503c<\/strong>\u56fe\u50cf\uff0c\u5176\u4e2d\u9ed1\u8272\u4e3a\u80cc\u666f\uff0c\u767d\u8272\u90e8\u5206\u662f\u673a\u5668\u4eba\u672c\u4f53\u3002\u8fd9\u79cd\u5904\u7406\u76f8\u5f53\u4e8e\u4ec5\u7ed9\u673a\u5668\u4eba\u63d0\u4f9b\u81ea\u8eab\u5173\u952e\u8f6e\u5ed3\u4fe1\u606f\uff0c\u514d\u53d7\u5176\u4ed6\u65e0\u5173\u4fe1\u606f\u7684\u5e72\u6270\u3002<\/span><\/section>\n


        <\/span><\/h3>\n

        \u6a21\u578b\u4f18\u5316\uff1a\u201c\u60f3\u8c61\u201d\u4e0e\u73b0\u5b9e\u5bf9\u9f50<\/span><\/strong><\/span><\/h3>\n

        <\/span><\/section>\n
        \u6a21\u578b\u8bad\u7ec3\u65f6\uff0c\u673a\u5668\u4eba\u4f1a\u5728\u201c\u5927\u8111\u201d\u4e2d<\/span>\uff08\u5373\u901a\u8fc7FFKSM\u6a21\u578b\uff09<\/span>\u5c1d\u8bd5\u6839\u636e\u5f53\u524d\u7684\u5173\u8282\u89d2\u5ea6\uff0c\u9884\u6d4b\u81ea\u8eab\u7684\u5f62\u6001\uff0c\u5c31\u50cf\u95ed\u4e0a\u773c\u775b\u60f3\u8c61\u81ea\u5df1\u4f38\u624b\u7684\u4f4d\u7f6e\u4e00\u6837\u3002\u5177\u4f53\u800c\u8a00\uff0c\u9488\u5bf9\u56fe\u50cf\u6bcf\u4e00\u4e2a\u50cf\u7d20\u70b9\uff0c\u673a\u5668\u4eba\u4f1a\u4ece\u6444\u50cf\u5934\u53d1\u5c04\u4e00\u6761\u5c04\u7ebf\uff0c\u5e76\u5728\u6bcf\u6761\u5c04\u7ebf\u4e0a\u5747\u5300\u9009\u53d6\u591a\u4e2a\u70b9\uff0c\u7136\u540e\u9010\u4e00\u67e5\u8be2\u8fd9\u4e9b\u70b9\u7684\u5bc6\u5ea6\u548c\u53ef\u89c1\u6027\u3002<\/strong>\u6700\u540e\uff0c\u673a\u5668\u4eba\u5c06\u5c04\u7ebf\u4e0a\u6240\u6709\u91c7\u6837\u70b9\u7684\u9884\u6d4b\u503c\u52a0\u548c\u8d77\u6765\uff0c\u5373\u4e3a\u5bf9\u8be5\u50cf\u7d20\u7684\u9884\u6d4b\u503c\u3002\u901a\u8fc7\u8fd9\u79cd\u5c04\u7ebf\u626b\u63cf\u7684\u65b9\u5f0f\uff0c\u9010\u6b65\u9884\u6d4b\u51fa\u6240\u6709\u50cf\u7d20\u70b9\u7684\u60c5\u51b5\uff0c\u4e5f\u5c31\u662f\u201c\u5b8c\u6574\u5f62\u8c61\u201d\u3002<\/span><\/section>\n

        <\/span><\/section>\n
        \u4e3a\u4e86\u8ba9\u673a\u5668\u4eba\u7684\u9884\u6d4b\u66f4\u52a0\u51c6\u786e\uff0c\u4e5f\u5c31\u662f\u66f4\u63a5\u8fd1\u771f\u5b9e\u56fe\u50cf\u7684\u60c5\u51b5\uff0c\u7814\u7a76\u4eba\u5458\u4f7f\u7528\u5747\u65b9\u8bef\u5dee\uff08MSE\uff09<\/strong>\u4f5c\u4e3a\u635f\u5931\u51fd\u6570\uff0c\u8861\u91cf\u673a\u5668\u4eba\u9884\u6d4b\u7684\u56fe\u50cf\u4e0e\u5b9e\u9645\u771f\u5b9e\u56fe\u50cf\u4e4b\u95f4\u7684\u5dee\u5f02\u3002\u7ed3\u5408\u53cd\u5411\u4f20\u64ad<\/strong>\u7b97\u6cd5\uff0c\u8c03\u6574\u81ea\u8eab\u795e\u7ecf\u7f51\u7edc\u5185\u90e8\u7684\u53c2\u6570\uff0c\u76f4\u81f3\u9884\u6d4b\u8bef\u5dee\u6700\u5c0f\u3002\u6574\u4e2a\u8fc7\u7a0b\u5c31\u597d\u6bd4\uff0c\u5c0f\u5b69\u603b\u662f\u5bf9\u7167\u955c\u5b50\u611f\u5230\u597d\u5947\uff0c\u56e0\u4e3a\u4ece\u955c\u5b50\u4e2d\u89c1\u5230\u6ca1\u770b\u89c1\u8fc7\u7684\u5b8c\u6574\u81ea\u6211\uff0c\u76f4\u5230\u6709\u4e00\u5929\u53d1\u73b0\u955c\u5b50\u4e2d\u770b\u5230\u7684\u4e0e\u81ea\u5df1\u9884\u671f\u5b8c\u5168\u4e00\u81f4\uff0c\u4e5f\u5c31\u4e0d\u518d\u611f\u5174\u8da3\u4e86<\/span>\uff08\u5b66\u4e60\u8fc7\u7a0b\u4e5f\u5c31\u5b8c\u6210\u4e86\uff09<\/span>\u3002<\/span><\/section>\n

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

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

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

        \u5b9e\u9a8c\u53d1\u73b0<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

        \n
        <\/section>\n
        <\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n

        <\/p>\n

        FFKSM\u6a21\u578b\u8bad\u7ec3\u5b8c\u6210\u540e\uff0c\u673a\u5668\u4eba\u521d\u6b65\u5177\u5907\u4e86\u4e09\u9879\u5173\u952e\u7684\u201c\u81ea\u6211\u610f\u8bc6\u201d\uff1a\u5206\u522b\u662f3D\u5f62\u6001\u9884\u6d4b\u80fd\u529b\uff0c\u8fd0\u52a8\u89c4\u5212\u80fd\u529b\uff0c\u548c\u68c0\u6d4b\u5f02\u5e38\u5e76\u81ea\u6211\u4fee\u590d\u7684\u80fd\u529b\u3002<\/span><\/section>\n

        <\/span><\/section>\n
        <\/section>\n
        \u56fe3. \u6a21\u578b\u8bad\u7ec3\u540e\u673a\u5668\u4eba\u8868\u73b0\u7684\u4e09\u9879\u5173\u952e\u80fd\u529b<\/span><\/section>\n

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

        \u5f62\u6001\u9884\u6d4b\u80fd\u529b<\/span><\/strong><\/span><\/h3>\n

        <\/span><\/section>\n
        \u673a\u5668\u4eba\u80fd\u591f\u5728\u4efb\u610f\u5173\u8282\u914d\u7f6e\u4e0b\uff0c\u51c6\u786e\u9884\u6d4b\u81ea\u5df1\u5728\u7a7a\u95f4\u4e2d\u7684\u5f62\u6001\u3002\u5f53\u8be2\u95ee\u673a\u5668\u4eba\uff1a\u201c\u5982\u679c\u4f60\u7684\u5173\u8282\u89d2\u5ea6\u8bbe\u4e3a [30\u00b0, 45\u00b0, -20\u00b0, 15\u00b0]\uff0c\u4f60\u8eab\u4f53\u7684\u54ea\u4e9b\u4f4d\u7f6e\u4f1a\u5360\u636e\u7a7a\u95f4\uff1f\u201d\u673a\u5668\u4eba\u4fbf\u80fd\u6e05\u6670\u5730\u60f3\u8c61\u5e76\u5c55\u793a\u51fa\u81ea\u5df1\u7684\u8eab\u4f53\u5728\u7a7a\u95f4\u4e2d\u7684\u5206\u5e03\u4f4d\u7f6e\u3002<\/span><\/section>\n

        <\/span><\/section>\n
        \u8fd9\u79cd\u80fd\u529b\u4e0d\u4ec5\u9002\u7528\u4e8e\u8bad\u7ec3\u7528\u7684\u673a\u5668\u4eba\uff0c\u8fd8\u80fd\u6cdb\u5316\u5230\u4e0d\u540c\u786c\u4ef6\u8bbe\u8ba1\u7684\u673a\u5668\u4eba\u4e0a\uff0c\u751a\u81f3\u80fd\u9488\u5bf9\u7279\u5b9a\u90e8\u4ef6\u8fdb\u884c\u5355\u72ec\u9884\u6d4b\uff0c\u4f8b\u5982\u56fe4\u4e2d\u7684\u84dd\u8272\u6267\u884c\u5668\u3002\u673a\u5668\u4eba\u5728\u5927\u8111\u91cc\u5f62\u6210\u4e86\u4e00\u4e2a\u201c\u6570\u5b57\u7248\u7684\u81ea\u5df1\u201d\uff0c\u80fd\u591f\u968f\u65f6\u201c\u60f3\u8c61\u201d\u81ea\u5df1\u7684\u52a8\u4f5c\u540e\u679c\u3002<\/span><\/section>\n

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

        \u56fe4\uff1a3D\u5f62\u6001\u9884\u6d4b\u3002\u7eff\u8272\u70b9\u4e91\u8868\u793a\u9884\u6d4b\u7ed3\u679c\uff0c\u9ed1\u8272\u8f6e\u5ed3\u663e\u793a\u5b9e\u9645\u673a\u5668\u4eba\u5f62\u6001\u3002<\/span><\/p>\n


        <\/span><\/h3>\n

        \u8fd0\u52a8\u89c4\u5212\u80fd\u529b<\/span><\/strong><\/span><\/h3>\n
        <\/section>\n
        \u8fc7\u53bb\uff0c\u673a\u5668\u4eba\u5b9e\u73b0\u52a8\u4f5c\u63a7\u5236\u901a\u5e38\u9700\u8981\u590d\u6742\u7684\u8fd0\u52a8\u5b66\u516c\u5f0f\u3002\u800c\u81ea\u7531\u5f62\u6001\u8fd0\u52a8\u5b66\u81ea\u6a21\u578b\uff08FFKSM\uff09\u4f7f\u673a\u5668\u4eba\u80fd\u50cf\u4eba\u7c7b\u51ed\u76f4\u89c9\u62ff\u53d6\u7269\u4f53\u4e00\u6837\uff0c\u65e0\u9700\u663e\u5f0f\u7684\u8fd0\u52a8\u5b66\u65b9\u7a0b\u5373\u53ef\u884c\u52a8\uff1a\u5728\u8f68\u8ff9\u8ffd\u8e2a\u4efb\u52a1<\/strong>\u4e0a\uff0c<\/strong>\u80fd\u591f\u63a7\u5236\u624b\u81c2\u7cbe\u786e\u5730\u6cbf\u7740\u7ed9\u5b9a\u76843D\u8f68\u8ff9\u8fd0\u52a8\uff0c\u5982\u56fe5A\u6240\u793a\u7684\u87ba\u65cb\u8def\u7ebf\u3002\u5728\u907f\u969c\u89c4\u5212\u4efb\u52a1<\/strong>\u4e0a\uff0c<\/strong>\u673a\u5668\u4eba\u5728\u6709\u969c\u788d\u7684\u73af\u5883\u4e2d\uff0c\u4e3a\u81ea\u6211\u89c4\u5212\u5b89\u5168\u7684\u8def\u5f84\uff0c\u907f\u514d\u78b0\u649e\u969c\u788d\u7269\u3002\u8fd9\u662f\u901a\u8fc7\u6a21\u578b\u9884\u6d4b\u81ea\u8eab\u548c\u672b\u7aef\u6267\u884c\u5668\u7684\u4f4d\u7f6e\uff0c\u5224\u65ad\u5404\u5904\u6f5c\u5728\u7684\u78b0\u649e\u98ce\u9669\uff0c\u5e76\u5bfb\u627e\u5b89\u5168\u8def\u5f84\u5b9e\u73b0\u7684\u3002<\/span><\/section>\n

        <\/span><\/section>\n
        <\/section>\n
        \u56fe 5. \u8fd0\u52a8\u89c4\u5212\u5e94\u7528<\/span><\/section>\n

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

        \u201c\u81ea\u6108\u201d\u80fd\u529b<\/span><\/strong><\/span><\/h3>\n

        <\/span><\/section>\n
        \u590d\u6742\u7684\u4f5c\u4e1a\u73af\u5883\u4e2d\u6709\u8f83\u5927\u7684\u635f\u4f24\u98ce\u9669\uff0c\u5982\u56fe6A\u53d1\u751f\u8fde\u6746\u5f2f\u66f2\uff0c\u56e0\u6b64\u53ca\u65f6\u7684\u635f\u4f24\u68c0\u6d4b\u80fd\u529b\u975e\u5e38\u5173\u952e\u3002\u8be5\u6a21\u578b\u8bad\u7ec3\u7684\u673a\u5668\u4eba\u53ef\u4ee5\u6839\u636e\u5f53\u524d\u59ff\u52bf\uff0c\u9884\u6d4b\u51fa\u81ea\u5df1\u7684\u5e94\u6709\u7684\u6b63\u5e38\u5f62\u6001\uff0c\u518d\u4e0e\u5b9e\u9645\u770b\u5230\u7684\u81ea\u5df1\u8fdb\u884c\u6bd4\u8f83\u3002\u7c7b\u4f3c\u4eba\u7c7b\u89c9\u5bdf\u81ea\u5df1\u624b\u81c2\u65e0\u6cd5\u62ac\u8d77\uff0c\u5982\u679c\u9884\u6d4b\u4e0e\u771f\u5b9e\u56fe\u50cf\u5dee\u8ddd\u8d85\u51fa\u4e00\u5b9a\u9608\u503c\uff0c\u673a\u5668\u4eba\u4fbf\u77e5\u9053\u81ea\u5df1\u201c\u53d7\u4f24\u201d\u4e86\uff0c\u968f\u5373\u542f\u52a8\u65b0\u7684\u81ea\u6211\u63a2\u7d22\u8fc7\u7a0b\uff0c\u7528\u65b0\u6570\u636e\u8c03\u6574\u81ea\u8eab\u6a21\u578b\uff0c\u4ee5\u9002\u5e94\u65b0\u7684\u8eab\u4f53\u5f62\u6001\uff0c\u8fdb\u800c\u6062\u590d\u6b63\u5e38\u529f\u80fd\u3002\u56fe6B \u4e2d\u5c55\u793a\u4e86\u4f7f\u752810\u3001100\u30011000\u548c10000\u4e2a\u6570\u636e\u70b9\u65f6\u7684\u8bef\u5dee\u53d8\u5316\uff0c\u8bc1\u660e\u968f\u7740\u6570\u636e\u589e\u52a0\uff0c\u6a21\u578b\u80fd\u591f\u9010\u6e10\u9002\u5e94\u673a\u5668\u4eba\u7684\u65b0\u5f62\u6001\u3002<\/span><\/section>\n

        <\/span><\/section>\n
        \u8bd5\u60f3\u4e00\u4e2a\u5728\u9065\u8fdc\u6216\u5371\u9669\u73af\u5883\u4e2d\u5de5\u4f5c\u7684\u673a\u5668\u4eba\uff0c\u4f8b\u5982\u6838\u7535\u7ad9\uff0c\u5373\u4f7f\u53d7\u635f\u4e5f\u80fd\u81ea\u6211\u8c03\u6574\u4ee5\u5b8c\u6210\u4efb\u52a1\uff0c\u800c\u65e0\u9700\u4eba\u7c7b\u5e72\u9884\u3002\u8fd9\u79cd\u80fd\u529b\u5bf9\u4e8e\u672a\u6765\u592a\u7a7a\u63a2\u7d22\u3001\u6df1\u6d77\u4f5c\u4e1a\u6216\u707e\u96be\u6551\u63f4\u7b49\u9886\u57df\u6709\u7740\u6df1\u523b\u610f\u4e49\u3002<\/span><\/section>\n

        <\/span><\/section>\n
        <\/section>\n
        \u56fe6. \u5f02\u5e38\u68c0\u6d4b\u4e0e\u635f\u4f24\u6062\u590d<\/span><\/section>\n

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


        <\/span><\/h2>\n

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

        \u901a\u5411\u201c\u5177\u8eab\u667a\u80fd\u201d\u7684\u5173\u952e\u4e00\u6b65<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

        \n
        <\/section>\n
        <\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n

        <\/p>\n

        \u8fd9\u9879\u7814\u7a76\u7a81\u7834\u4e86\u673a\u5668\u4eba\u81ea\u6211\u5efa\u6a21\u5bf9\u786c\u4ef6\u548c\u5148\u9a8c\u77e5\u8bc6\u7684\u4f9d\u8d56\uff0c\u5176\u610f\u4e49\u582a\u6bd4\u751f\u7269\u8fdb\u5316\u53f2\u4e0a\u7684\u201c\u955c\u50cf\u8ba4\u77e5\u201d\u8dc3\u8fc1\u3002\u7814\u7a76\u56e2\u961f\u8ba1\u5212\uff0c\u672a\u6765\u5c06\u628a\u6846\u67b6\u6269\u5c55\u81f3\u67d4\u6027\u673a\u5668\u4eba\uff0c\u901a\u8fc7\u878d\u5408\u626d\u77e9\u4f20\u611f\u5668\u5b9e\u73b0\u8f6f\u4f53\u5f62\u6001\u9884\u6d4b\u3002\u5f53\u673a\u5668\u4eba\u80fd\u50cf\u4eba\u7c7b\u4e00\u6837\u201c\u611f\u77e5\u8eab\u4f53\u3001\u9884\u5224\u52a8\u4f5c\u201d\uff0c\u771f\u6b63\u7684\u81ea\u4e3b\u9002\u5e94\u6027\u6216\u8bb8\u4e0d\u518d\u9065\u8fdc\u3002\u6b63\u5982\u6587\u7ae0\u6240\u8bf4\uff1a\u201c\u8fd9\u4e0d\u4ec5\u662f\u7b97\u6cd5\u7684\u8fdb\u6b65\uff0c\u66f4\u662f\u673a\u5668\u8ba4\u77e5\u8fb9\u754c\u7684\u4e00\u6b21\u62d3\u5c55\u2014\u2014\u4ece\u6267\u884c\u6307\u4ee4\u7684\u5de5\u5177\uff0c\u8fc8\u5411\u62e5\u6709\u2018\u8eab\u4f53\u81ea\u6211\u610f\u8bc6\u2019\u7684\u667a\u80fd\u4f53\u3002\u201d<\/span><\/section>\n
        <\/section>\n

        <\/p>\n

        \u5f6d\u6668<\/span> <\/span>| \u7f16\u8bd1<\/span><\/strong><\/span><\/strong><\/p>\n

        <\/p>\n

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

        \u5177\u8eab\u667a\u80fd\u8bfb\u4e66\u4f1a\u542f\u52a8<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

        <\/section>\n

        \u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u52a9\u7406\u6559\u6388\u674e\u6c38\u9732\u3001\u94f6\u6cb3\u901a\u7528\u673a\u5668\u4eba\u5408\u4f19\u4eba\u53f2\u96ea\u677e\u3001\u5357\u4eac\u5927\u5b66LAMDA\u7ec4\u535a\u58eb\u751f\u9648\u96c4\u8f89\u3001\u9999\u6e2f\u5927\u5b66\u5728\u8bfb\u535a\u58eb\u751f\u7a46\u5c27\uff0c\u5171\u540c\u53d1\u8d77\u9996\u5b63\u300c\u5177\u8eab\u667a\u80fd\u300d\u8bfb\u4e66\u4f1a<\/a>\u3002\u8bfb\u4e66\u4f1a\u8ba1\u5212\u91c7\u7528\u201c\u81ea\u4e0b\u800c\u4e0a\u201d\u7684\u5c42\u7ea7\u7ed3\u6784\uff0c\u63a2\u8ba8\u56db\u4e2a\u6838\u5fc3\u6a21\u5757\uff1a\u786c\u4ef6\u7cfb\u7edf\uff08\u673a\u5668\u4eba\u672c\u4f53\u8bbe\u8ba1\uff09\uff0c\u6570\u636e\u3001\u4eff\u771f\u73af\u5883\u4e0eBenchmark\uff0c\u673a\u5668\u4eba\u5b66\u4e60\uff0c\u5177\u4f53\u573a\u666f\u4efb\u52a1\u3002\u5e0c\u671b\u901a\u8fc7\u91cd\u70b9\u8ba8\u8bba\u7ecf\u5178\u3001\u524d\u6cbf\u7684\u91cd\u8981\u6587\u732e\uff0c\u5e2e\u52a9\u5927\u5bb6\u66f4\u597d\u5730\u5b66\u4e60\u673a\u5668\u4eba\u4e0e\u5177\u8eab\u667a\u80fd\u6280\u672f\u524d\u6cbf\u6280\u672f\uff0c\u4e3a\u76f8\u5173\u9886\u57df\u7684\u7814\u7a76\u548c\u5e94\u7528\u63d0\u4f9b\u6d1e\u89c1\u3002<\/span><\/p>\n


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

        \u8bfb\u4e66\u4f1a\u4ece2025\u5e741\u670819\u65e5\u5f00\u59cb\uff0c\u6bcf\u5468\u65e514:00-16:00\uff0c\u6301\u7eed\u65f6\u95f4\u9884\u8ba1 6-8 \u5468\u5de6\u53f3\u3002\u6bcf\u5468\u8fdb\u884c\u7ebf\u4e0a\u4f1a\u8bae\uff0c\u4e0e\u4e3b\u8bb2\u4eba\u7b49\u793e\u533a\u6210\u5458\u5f53\u9762\u4ea4\u6d41\uff0c\u4e4b\u540e\u53ef\u4ee5\u83b7\u5f97\u89c6\u9891\u56de\u653e\u6301\u7eed\u5b66\u4e60\u3002<\/span><\/p>\n


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

        \"\u56fe\u7247\"<\/span><\/span><\/a><\/p>\n


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

        \u8be6\u60c5\u8bf7\u89c1\uff1a\u5177\u8eab\u667a\u80fd\u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u8d70\u5411\u73b0\u5b9e\u4e16\u754c\u7684\u4e0b\u4e00\u4ee3AI\u7cfb\u7edf<\/a><\/span><\/p>\n

        <\/p>\n

        \n
        <\/section>\n<\/section>\n
        \u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/strong><\/section>\n
        <\/strong><\/section>\n
        1. <\/strong>\u8ba9\u673a\u5668\u4eba\u50cf\u4eba\u7c7b\u4e00\u6837\u7ec8\u8eab\u5b66\u4e60\uff0c\u7a81\u7834\u6027\u6846\u67b6LEGION\u767bNat. Mach. Intell.<\/a><\/strong><\/a><\/strong><\/span><\/section>\n
        2. <\/strong>PNAS\u901f\u9012\uff1a\u5fae\u578b\u8f6f\u4f53\u673a\u5668\u4eba\u7684\u5355\u6b65\u7cbe\u786e\u7f16\u7a0b<\/a><\/strong><\/span><\/section>\n
        3. <\/strong>\u7b80\u5355\u751f\u7269\u5982\u4f55\u5f62\u6210\u590d\u6742\u8ba4\u77e5\uff1f\u6606\u866b\u667a\u80fd\u542f\u53d1\u7fa4\u4f53\u667a\u80fd\u4e0e\u96c6\u7fa4\u673a\u5668\u4eba<\/a><\/strong><\/a><\/strong><\/span><\/section>\n
        <\/strong><\/section>\n
        4. <\/strong><\/span>\u5f20\u6c5f\uff1a\u7b2c\u4e09\u4ee3\u4eba\u5de5\u667a\u80fd\u6280\u672f\u57fa\u7840\u2014\u2014\u4ece\u53ef\u5fae\u5206\u7f16\u7a0b\u5230\u56e0\u679c\u63a8\u7406 | \u96c6\u667a\u5b66\u56ed\u5168\u65b0\u8bfe\u7a0b<\/a><\/strong><\/strong><\/span><\/section>\n
        <\/strong>5. <\/strong>\u89e3\u9501\u96c6\u667a\u5168\u7ad9\u5185\u5bb9\uff0c\u5f00\u542f\u65b0\u5e74\u5b66\u4e60\u8ba1\u5212<\/a><\/strong><\/section>\n

        6. <\/strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/p>\n

        <\/p>\n


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

        \u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/span><\/section>\n<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

        \u6458\u8981 \u89c6\u89c9\u7684\u51fa\u73b0\u50ac\u5316\u4e86\u4e00\u9879\u5173\u952e\u7684\u8fdb\u5316\u8fdb\u6b65\uff0c\u4f7f\u751f\u7269\u4e0d\u4ec5\u80fd\u591f\u611f\u77e5\u73af\u5883\uff0c\u8fd8\u80fd\u667a\u80fd\u5730\u4e0e\u73af\u5883\u4e92\u52a8\u3002\u8fd9\u4e00\u8f6c\u53d8\u5728\u673a\u5668\u4eba\u7cfb\u7edf\u7684\u8fdb\u5316\u4e2d\u5f97\u5230\u4e86\u547c\u5e94\uff0c\u673a\u5668\u4eba\u901a\u8fc7\u5229\u7528\u89c6\u89c9\u6765\u6a21\u62df\u548c\u9884\u6d4b\u81ea\u8eab\u52a8\u6001\uff0c\u6807\u5fd7\u7740\u5411\u81ea\u4e3b\u6027\u548c\u81ea\u6211\u610f\u8bc6\u8fc8\u51fa\u4e86\u4e00\u5927\u6b65\u3002\u4eba\u7c7b\u5229\u7528\u89c6\u89c9\u8bb0\u5f55\u7ecf\u9a8c\u5e76\u5728\u5185\u90e8\u6a21\u62df\u6f5c\u5728\u884c\u52a8\u3002\u4f8b\u5982\uff0c\u6211\u4eec\u53ef\u4ee5\u60f3\u8c61\u7ad9\u8d77\u6765\u5e76\u4e3e\u8d77\u53cc\u81c2\uff0c\u8eab\u4f53\u4f1a\u5728\u5f62\u6210\u4e00\u4e2a…<\/p>\n","protected":false},"author":1,"featured_media":57325,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/57337"}],"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=57337"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/57337\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/57325"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=57337"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=57337"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=57337"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=57337"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}