{"id":20599,"date":"2020-08-07T12:15:19","date_gmt":"2020-08-07T04:15:19","guid":{"rendered":"https:\/\/swarma.org\/?p=20599"},"modified":"2020-08-07T12:15:19","modified_gmt":"2020-08-07T04:15:19","slug":"%e5%a4%8d%e6%9d%82%e5%8a%a8%e6%80%81%e7%8e%af%e5%a2%83%e4%b8%8b%e7%9a%84%e6%90%9c%e7%b4%a2%e7%ad%96%e7%95%a5-mh370%e6%a1%88%e4%be%8b-%e7%bd%91%e7%bb%9c%e7%a7%91%e5%ad%a6%e8%ae%ba%e6%96%87%e9%80%9f","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=20599","title":{"rendered":"\u590d\u6742\u52a8\u6001\u73af\u5883\u4e0b\u7684\u641c\u7d22\u7b56\u7565: MH370\u6848\u4f8b | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901227\u7bc7"},"content":{"rendered":"
\n

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\u96c6\u667a\u6591\u56fe\u6700\u65b0\u8bba\u6587\u680f\u76ee\uff0c\u5173\u6ce8\u590d\u6742\u7cfb\u7edf\u3001\u7f51\u7edc\u79d1\u5b66\u3001\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u3001\u751f\u7269\u7269\u7406\u3001\u6df7\u6c8c\u7406\u8bba\u3001\u81ea\u7ec4\u7ec7\u7cfb\u7edf\u7b49\u9886\u57df\u7684\u524d\u6cbf\u8fdb\u5c55\uff0c\u6bcf\u5929\u722c\u53d6\u6700\u65b0\u7684arXiv\u9884\u5370\u672c\u8bba\u6587\u3002<\/span><\/p>\n


<\/p>\n

\u672c\u6587\u662f\u5bf9<\/span>8\u67084\u65e5\u6700\u65b0arX<\/span>iv<\/span>\u8bba\u6587\u7684<\/span>\u6c47\u603b\u7f16\u8bd1\uff08by\u5f69\u4e91\u5c0f\u8bd1\uff09\u3002\u66f4\u591a\u6700\u65b0\u8bba\u6587\uff0c\u8bf7\u626b\u4e0b\u65b9\u4e8c\u7ef4\u7801\u8bbf\u95ee\u96c6\u667a\u6591\u56fe\u7f51\u7ad9\u83b7\u53d6\uff1a<\/span><\/p>\n

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<\/section>\n
\u6838\u5fc3\u901f\u9012<\/span><\/section>\n

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    \n
  • \n

    \u590d\u6742\u52a8\u6001\u73af\u5883\u4e0b\u7684\u641c\u7d22\u7b56\u7565: MH370\u6848\u4f8b\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u7fa4\u4f53\u667a\u6167: \u65e0\u4e8b\u751f\u975e\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u9a6c\u5c14\u53ef\u592b\u94fe\u8499\u7279\u5361\u7f57\u81ea\u9002\u5e94\u7269\u7406\u795e\u7ecf\u7f51\u7edc\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u65b0\u51a0\u80ba\u708e\u5728\u7ebf\u5f71\u5b50\u7ecf\u6d4e\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u76f8\u4e92\u4f5c\u7528\u7684\u975e\u7ebf\u6027\u5f3a\u5316\u968f\u673a\u8fc7\u7a0b: \u540c\u6b65\u4e0e\u975e\u540c\u6b65\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u65b0\u51a0\u80ba\u708e\u9650\u5236\u5bf9\u5168\u7403\u5927\u6c14\u4e2d\u4e8c\u6c27\u5316\u6c2e\u548c\u81ed\u6c27\u6d53\u5ea6\u7684\u5f71\u54cd\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u7ade\u4e89\u5e73\u8861\u7406\u8bba\u4e2d\u7b26\u53f7\u7f51\u7edc\u4e34\u754c\u884c\u4e3a\u7684\u5e73\u5747\u573a\u89e3\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u65e5\u672c\u65b0\u51a0\u80ba\u708e\u6d41\u884c\u75c5\u7684\u6210\u6838\u4e0e\u751f\u957f\u6a21\u578b\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u52a0\u6743\u51c6\u786e\u5ea6\u7b97\u6cd5\u5728\u865a\u5047\u65b0\u95fb\u9632\u4f2a\u4e2d\u7684\u5e94\u7528\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u53cc\u5411\u51b3\u7b56\u591a\u667a\u80fd\u4f53 q \u5b66\u4e60\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u57fa\u4e8e\u89d2\u5ea6\u7684\u4f20\u611f\u5668\u7f51\u7edc\u5b9a\u4f4d\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u76f8\u4e92\u4e86\u89e3: \u4eba\u673a\u534f\u4f5c\u7684\u610f\u56fe\u3001\u80fd\u529b\u548c\u4fe1\u4efb\u6821\u51c6\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u4ef7\u503c\u5206\u89e3\u591a\u4e3b\u4f53\u7684\u6f14\u5458-\u6279\u8bc4\u5bb6\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u53ef\u63d2\u62d4\u7684\u5206\u5e03\u5f0f\u8d44\u6e90\u5206\u914d\u5668: \u79fb\u52a8\u673a\u5668\u4eba\u7f51\u7edc\u4e2d\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u4e2d\u95f4\u4ef6\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u5f00\u653e\u5b58\u53d6\u7684\u53ef\u80fd\u6027\u6761\u4ef6\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    MAPPER: \u6df7\u5408\u52a8\u6001\u73af\u5883\u4e0b\u57fa\u4e8e\u8fdb\u5316\u5f3a\u5316\u5b66\u4e60\u7684\u591a\u4e3b\u4f53\u8def\u5f84\u89c4\u5212\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u68af\u5ea6\u4e00\u81f4\u6027: \u6709\u5411\u56fe\u4e0a\u7ebf\u6027\u6536\u655b\u7684\u5206\u5e03\u5f0f\u4f18\u5316\u7b97\u6cd5\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u559c\u6012\u65e0\u5e38\u7684\u5b66\u4e60\u8005—- \u89e3\u91ca\u5f3a\u5316\u5b66\u4e60\u4ee3\u7406\u4eba\u7684\u7ade\u4e89\u884c\u4e3a\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u51f8\u9012\u51cf\u7b97\u6cd5: \u5206\u5e03\u5f0f\u7efc\u5408\u4e0e\u9ad8\u7ef4\u6709\u9650\u65f6\u95f4\u7ec8\u6b62\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u57fa\u4e8e\u795e\u7ecf\u7ed3\u6784\u641c\u7d22\u7684\u8054\u90a6\u6df1\u5ea6\u5b66\u4e60\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u5fc3\u810f\u673a\u68b0\u53d8\u5f62\u6fc0\u53d1\u6ce2\u5f62\u53cd\u5411\u673a\u7535\u91cd\u5efa\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u7fa4\u673a\u5668\u4eba\u7cfb\u7edf\u4e2d\u707e\u5bb3\u54cd\u5e94\u7684\u5206\u6563\u52a8\u6001\u4efb\u52a1\u5206\u914d\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u6df7\u5408\u7c92\u5ea6\u63a7\u5236\u5728\u591a\u673a\u5668\u4eba\u4ea4\u4e92\u4e2d\u7684\u5e94\u7528\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u57fa\u4e8e\u6700\u5927\u71b5\u9006\u5f3a\u5316\u5b66\u4e60\u7684\u9006\u52a8\u6001\u535a\u5f08\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u6295\u7968\u534f\u8bae\u4e2d\u7684\u81ea\u7136\u6218\u7565\u80fd\u529b\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u56de\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u95e8\u63a7\u7406\u8bba\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u57fa\u4e8e BDI \u7684\u6821\u56ed\u90ae\u4ef6\u4f20\u9012\uff1b<\/span><\/h2>\n<\/li>\n<\/ul>\n
      <\/ul>\n


      <\/p>\n


      <\/p>\n


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

      \n
      \n
      \n


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u590d\u6742\u52a8\u6001\u73af\u5883\u4e0b\u7684\u641c\u7d22\u7b56\u7565: <\/strong><\/span><\/p>\n

      MH370\u6848\u4f8b<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/p>\n

      Search strategy in a complex and dynamic environment: the MH370 case<\/span><\/p>\n

      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/p>\n

      http:\/\/arxiv.org\/abs\/2004.14110<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n

      Stefan Ivi\u0107,Bojan Crnkovi\u0107,Hassan Arbabi,Sophie Loire,Patrick Clary,Igor Mezi\u0107<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u6d77\u9762\u76ee\u6807\u7684\u641c\u7d22\u548c\u68c0\u6d4b\u662f\u4e00\u4e2a\u5177\u6709\u6311\u6218\u6027\u7684\u4efb\u52a1\uff0c\u7531\u4e8e\u6f02\u79fb\u52a8\u529b\u5b66\u7684\u590d\u6742\u6027\u548c\u7f3a\u4e4f\u5df2\u77e5\u7684\u6700\u4f18\u89e3\u7684\u641c\u7d22\u4ee3\u7406\u7684\u8def\u5f84\u30022014\u5e743\u67088\u65e5\u5931\u8e2a\u7684\u9a6c\u6765\u897f\u4e9a370\u822a\u73ed(MH370)\u7684\u641c\u5bfb\u5931\u8d25\u7a81\u663e\u4e86\u8fd9\u4e00\u6311\u6218\u3002\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u6539\u8fdb\u7684\u57fa\u4e8e\u904d\u5386\u52a8\u529b\u7cfb\u7edf\u7406\u8bba\u7684\u641c\u7d22\u7b97\u6cd5\uff0c\u8be5\u7b97\u6cd5\u80fd\u591f\u9002\u5e94\u6d77\u9762\u4e0a\u6f02\u79fb\u641c\u7d22\u533a\u57df\u7684\u590d\u6742\u51e0\u4f55\u5f62\u72b6\u548c\u4e0d\u786e\u5b9a\u6027\u3002\u6211\u4eec\u5728\u5bf9 MH370\u8fdb\u884c\u641c\u7d22\u7684\u8ba1\u7b97\u590d\u5236\u4e2d\u8bf4\u660e\u4e86\u8be5\u7b97\u6cd5\u7684\u6709\u6548\u6027\u3002\u4e0e\u4f20\u7edf\u7684\u641c\u7d22\u65b9\u6cd5\u76f8\u6bd4\uff0c\u63d0\u51fa\u7684\u7b97\u6cd5\u5728\u5b9e\u9645\u641c\u7d22\u64cd\u4f5c\u7684\u65f6\u95f4\u6bb5\u5185\uff0c\u6210\u529f\u7387\u63d0\u9ad8\u4e865\u4e2a\u6570\u91cf\u7ea7\u3002\u5bf9\u62df\u8bae\u641c\u7d22\u63a7\u5236\u7684\u6a21\u62df\u8fd8\u8868\u660e\uff0c\u5982\u679c\u63a8\u8fdf\u5f00\u59cb\u641c\u7d22\uff0c\u53d1\u73b0\u788e\u7247\u7684\u521d\u6b65\u6210\u529f\u7387\u4f1a\u589e\u52a0\u3002\u8fd9\u662f\u56e0\u4e3a\u641c\u7d22\u533a\u57df\u5b58\u5728\u4ea4\u6c47\u533a\uff0c\u5bfc\u81f4\u788e\u7247\u5728\u8fd9\u4e9b\u533a\u57df\u5c40\u90e8\u805a\u96c6\uff0c\u4ece\u800c\u51cf\u5c11\u4e86\u9700\u8981\u641c\u7d22\u7684\u533a\u57df\u7684\u6709\u6548\u9762\u79ef\u3002<\/span><\/p>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u5fc3\u810f\u673a\u68b0<\/strong><\/span><\/p>\n

      \u53d8\u5f62\u6fc0\u53d1\u6ce2\u5f62\u53cd\u5411\u673a\u7535\u91cd\u5efa<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      Inverse Mechano-Electrical Reconstruction of Cardiac Excitation Wave Patterns from Mechanical Deformation using Deep Learning<\/span><\/h2>\n

      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/h2>\n

      \n

      http:\/\/arxiv.org\/abs\/2008.01640<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      Jan Christoph,Jan Lebert<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u5fc3\u810f\u7535\u751f\u7406\u5b66\u7684\u9006\u673a\u68b0-\u7535\u5b66\u95ee\u9898\u662f\u8bd5\u56fe\u4ece\u5fc3\u810f\u5bf9\u7535\u6fc0\u52b1\u7684\u673a\u68b0\u53d8\u5f62\u4e2d\u91cd\u5efa\u7535\u6fc0\u52b1\u6216\u52a8\u4f5c\u7535\u4f4d\u6ce2\u6a21\u5f0f\u3002\u7531\u4e8e\u5fc3\u808c\u7ec6\u80de\u56e0\u5174\u594b-\u6536\u7f29\u8026\u5408\u673a\u5236\u800c\u53d7\u5230\u7535\u523a\u6fc0\u800c\u6536\u7f29\uff0c\u56e0\u6b64\u5fc3\u808c\u7ec6\u80de\u7684\u53d8\u5f62\u5e94\u8be5\u53cd\u6620\u5b8f\u89c2\u7684\u52a8\u4f5c\u7535\u4f4d\u6ce2\u73b0\u8c61\u3002\u7136\u800c\uff0c\u5b8f\u89c2\u7535\u5b66\u548c\u529b\u5b66\u73b0\u8c61\u4e4b\u95f4\u7684\u5173\u7cfb\u662f\u5426\u5177\u6709\u660e\u786e\u7684\u5b9a\u4e49\uff0c\u662f\u5426\u5177\u6709\u8db3\u591f\u7684\u72ec\u7279\u6027\uff0c\u80fd\u591f\u7528\u4e8e\u53cd\u5411\u6210\u50cf\u6280\u672f\uff0c\u5373\u7528\u673a\u68b0\u6d3b\u5316\u6620\u5c04\u4f5c\u4e3a\u7535\u5b66\u6620\u5c04\u7684\u66ff\u4ee3\u7269\uff0c\u8fd8\u6709\u5f85\u4e8e\u786e\u5b9a\u3002\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6570\u503c\u8bc1\u660e\u7684\u539f\u5219\uff0c\u6df1\u5ea6\u5b66\u4e60\u53ef\u4ee5\u7528\u6765\u89e3\u51b3\u9006\u673a\u7535\u95ee\u9898\u3002\u6211\u4eec\u901a\u8fc7\u8bad\u7ec3\u4e00\u4e2a\u5377\u79ef\u5f0f\u81ea\u7f16\u7801\u5668\u795e\u7ecf\u7f51\u7edc\u6765\u5b66\u4e60\u7535\u6fc0\u52b1\u3001\u4e3b\u52a8\u5e94\u529b\u548c\u7ec4\u7ec7\u53d8\u5f62\u4e4b\u95f4\u7684\u590d\u6742\u5173\u7cfb\uff0c\u4ece\u800c\u5229\u7528\u8be5\u7f51\u7edc\u6765\u9884\u6d4b\u6216\u91cd\u5efa\u4e8c\u7ef4\u548c\u4e09\u7ef4\u5f39\u6027\u53ef\u6fc0\u53d1\u4ecb\u8d28\u4e2d\u673a\u68b0\u53d8\u5f62\u5f15\u8d77\u7684\u7535\u6fc0\u52b1\u6ce2\u6a21\u5f0f\u3002\u6211\u4eec\u8bc1\u660e\uff0c\u5373\u4f7f\u662f\u590d\u6742\u7684\u4e09\u7ef4\u7535\u6fc0\u52b1\u6ce2\u73b0\u8c61\uff0c\u5982\u6da1\u65cb\u6ce2\u53ca\u5176\u6da1\u65cb\u4e1d\uff0c\u53ef\u4ee5\u7528\u975e\u5e38\u9ad8\u7684\u91cd\u5efa\u7cbe\u5ea6\u6765\u8ba1\u7b97\u673a\u68b0\u53d8\u5f62\u4f7f\u7528\u8f74\u89d2\u7f16\u7801\u5668\u795e\u7ecf\u7f51\u7edc\uff0c\u6211\u4eec\u63d0\u4f9b\u4e86\u4e0e\u4ee5\u524d\u7684\u7ed3\u679c\u6bd4\u8f83\u7269\u7406\u6216\u77e5\u8bc6\u4e3a\u57fa\u7840\u7684\u65b9\u6cd5\u3002<\/span><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u7fa4\u4f53\u667a\u6167: \u65e0\u4e8b\u751f\u975e<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      Wisdom of crowds: much ado about nothing<\/span><\/h2>\n

      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/h2>\n

      \n

      http:\/\/arxiv.org\/abs\/2008.01485<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      Sandro M. Reia,Jos\u00e9 F. Fontanari<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u4e00\u4e2a\u4ee4\u4eba\u56f0\u60d1\u7684\u60f3\u6cd5\u662f\uff0c\u5bf9\u4e00\u4e2a\u91cf\u7684\u5927\u5c0f\u8fdb\u884c\u72ec\u7acb\u7684\u4f30\u8ba1\uff0c\u7ed3\u679c\u5f97\u51fa\u4e00\u4e2a\u975e\u5e38\u51c6\u786e\u7684\u9884\u6d4b\uff0c\u8fd9\u4e2a\u9884\u6d4b\u6bd4\u4efb\u4f55\u6216\u8005\u81f3\u5c11\u6bd4\u5927\u591a\u6570\u4e2a\u4eba\u7684\u4f30\u8ba1\u90fd\u8981\u597d\uff0c\u8fd9\u79cd\u60f3\u6cd5\u88ab\u79f0\u4e3a\u7fa4\u4f53\u667a\u6167\u3002\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u4f7f\u7528\u8d39\u57ce\u8054\u90a6\u50a8\u5907\u94f6\u884c\u7684\u4e13\u4e1a\u9884\u6d4b\u8005\u8c03\u67e5\u6570\u636e\u5e93\u6765\u9762\u5bf9\u8fd9\u4e00\u73b0\u8c61\u7684\u7edf\u8ba1\u548c\u5fc3\u7406\u7269\u7406\u5b66\u89e3\u91ca\u3002\u603b\u7684\u6765\u8bf4\uff0c\u6211\u4eec\u53d1\u73b0\u8fd9\u4e9b\u6570\u636e\u5e76\u4e0d\u652f\u6301\u4efb\u4f55\u5173\u4e8e\u7fa4\u4f53\u667a\u6167\u7684\u89e3\u91ca\u3002\u7279\u522b\u5730\uff0c\u6211\u4eec\u53d1\u73b0\u4f30\u8ba1\u7684\u65b9\u5dee(\u6216\u591a\u6837\u6027)\u4e0e\u7fa4\u4f53\u8bef\u5dee\u4e4b\u95f4\u5b58\u5728\u6b63\u76f8\u5173\u5173\u7cfb\uff0c\u8fd9\u4e0e\u5bf9\u591a\u6837\u6027\u9884\u6d4b\u5b9a\u7406\u7684\u4e00\u4e9b\u89e3\u91ca\u4e0d\u4e00\u81f4\u3002\u6b64\u5916\uff0c\u4e0e\u5fc3\u7406\u7269\u7406\u5b66\u7684\u589e\u5f3a\u4e94\u73af\u6a21\u578b\u7684\u9884\u6d4b\u76f8\u53cd\uff0c\u6211\u4eec\u53d1\u73b0\u504f\u659c\u7684\u4f30\u8ba1\u6ca1\u6709\u63d0\u4f9b\u5173\u4e8e\u4eba\u7fa4\u8bef\u5dee\u7684\u4fe1\u606f\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u6211\u4eec\u53d1\u73b0\u7fa4\u4f53\u5728\u4e0d\u52302% \u7684\u9884\u6d4b\u4e2d\u51fb\u8d25\u4e86\u6240\u6709\u4e2a\u4f53\uff0c\u5728\u4e0d\u523070% \u7684\u9884\u6d4b\u4e2d\u51fb\u8d25\u4e86\u5927\u591a\u6570\u4e2a\u4f53\uff0c\u8fd9\u610f\u5473\u7740\u968f\u673a\u9009\u62e9\u7684\u4e2a\u4f53\u6709\u53ef\u80fd\u6bd4\u7fa4\u4f53\u8868\u73b0\u5f97\u66f4\u597d\u3002\u8fd9\u4e9b\u7ed3\u679c\u4e0e\u7531\u65e0\u504f\u89c1\u7684\u9884\u6d4b\u8005\u7ec4\u6210\u7684\u975e\u81ea\u7136\u7fa4\u4f53\u7684\u8868\u73b0\u5f62\u6210\u9c9c\u660e\u5bf9\u6bd4\uff0c\u8fd9\u4e9b\u9884\u6d4b\u8005\u51e0\u4e4e\u5728\u6240\u6709\u9884\u6d4b\u4e2d\u90fd\u80dc\u8fc7\u5927\u591a\u6570\u4e2a\u4eba\u3002\u73b0\u5b9e\u4e16\u754c\u4e2d\u7684\u7fa4\u4f53\u76f8\u5bf9\u4e8e\u5176\u6210\u5458\u7684\u6e29\u548c\u7684\u7edf\u8ba1\u4f18\u52bf\u5e76\u4e0d\u80fd\u8bc1\u660e\u5176\u667a\u6167\u662f\u6b63\u786e\u7684\uff0c\u8fd9\u5f88\u53ef\u80fd\u662f\u9009\u62e9\u6027\u6ce8\u610f\u8c2c\u8bef\u7684\u4ea7\u7269\u3002<\/span><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u9a6c\u5c14\u53ef\u592b\u94fe\u8499\u7279\u5361\u7f57<\/strong><\/span><\/p>\n

      \u81ea\u9002\u5e94\u7269\u7406\u795e\u7ecf\u7f51\u7edc<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      Adaptive Physics-Informed Neural Networks for Markov-Chain Monte Carlo<\/span><\/h2>\n

      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/h2>\n

      \n

      http:\/\/arxiv.org\/abs\/2008.01604<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      Mohammad Amin Nabian,Hadi Meidani<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u9a6c\u5c14\u53ef\u592b\u94fe\u8499\u7279\u5361\u7f57(MCMC)\u7684\u81ea\u9002\u5e94\u7269\u7406\u77e5\u60c5\u795e\u7ecf\u7f51\u7edc(APINNs) \uff0c\u7528\u4e8e\u7cbe\u786e\u6709\u6548\u7684\u65e0\u4eff\u771f\u8d1d\u53f6\u65af\u53c2\u6570\u4f30\u8ba1\u3002\u6211\u4eec\u7279\u522b\u96c6\u4e2d\u5728\u4e00\u7c7b\u53c2\u6570\u4f30\u8ba1\u95ee\u9898\uff0c\u5176\u4e2d\u8ba1\u7b97\u4f3c\u7136\u51fd\u6570\u9700\u8981\u6c42\u89e3\u504f\u5fae\u5206\u65b9\u7a0b\u3002\u63d0\u51fa\u7684\u65b9\u6cd5\u5305\u62ec: (1)\u6784\u9020\u4e00\u4e2a\u79bb\u7ebf PINN-UQ \u6a21\u578b\u4f5c\u4e3a\u6b63\u6f14\u6a21\u578b\u7684\u8fd1\u4f3c; (2)\u5229\u7528 MCMC \u91c7\u6837\u5668\u751f\u6210\u7684\u6837\u672c\u5b9e\u65f6\u7cbe\u5316\u8fd9\u4e2a\u8fd1\u4f3c\u6a21\u578b\u3002\u63d0\u51fa\u7684 APINN \u65b9\u6cd5\u4e0d\u65ad\u6539\u8fdb\u8fd9\u4e2a\u52a8\u6001\u8fd1\u4f3c\u6a21\u578b\uff0c\u5e76\u4fdd\u8bc1\u903c\u8fd1\u8bef\u5dee\u603b\u662f\u5c0f\u4e8e\u7528\u6237\u5b9a\u4e49\u7684\u6b8b\u5dee\u9608\u503c\u3002\u6211\u4eec\u7528\u6570\u503c\u65b9\u6cd5\u8bc1\u660e\u4e86\u6240\u63d0\u51fa\u7684 APINN \u65b9\u6cd5\u5728\u89e3\u51b3\u6cca\u677e\u65b9\u7a0b\u6240\u652f\u914d\u7684\u7cfb\u7edf\u7684\u53c2\u6570\u4f30\u8ba1\u95ee\u9898\u4e2d\u7684\u6027\u80fd\u3002<\/span><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u65b0\u51a0\u80ba\u708e\u5728\u7ebf\u5f71\u5b50\u7ecf\u6d4e<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      The COVID-19 online shadow economy<\/span><\/h2>\n

      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/h2>\n

      \n

      http:\/\/arxiv.org\/abs\/2008.01585<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      Alberto Bracci,Matthieu Nadini,Maxwell Aliapoulios,Damon McCoy,Ian Gray,Alexander Teytelboym,Angela Gallo,Andrea Baronchelli<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u65b0\u578b\u51a0\u72b6\u75c5\u6bd2\u80ba\u708e\u6d41\u884c\u75c5\u5df2\u7ecf\u91cd\u5851\u4e86\u4e16\u754c\u8303\u56f4\u5185\u5bf9\u5546\u54c1\u548c\u670d\u52a1\u7684\u9700\u6c42\u3002\u516c\u5171\u536b\u751f\u7d27\u6025\u72b6\u51b5\u3001\u7ecf\u6d4e\u56f0\u5883\u548c\u865a\u5047\u4fe1\u606f\u5bfc\u81f4\u7684\u6050\u614c\u5171\u540c\u4f5c\u7528\uff0c\u5c06\u6d88\u8d39\u8005\u548c\u4f9b\u5e94\u5546\u63a8\u5411\u4e86\u5730\u4e0b\u7ecf\u6d4e\u3002\u7279\u522b\u662f\u6697\u7f51\u5e02\u573a(dwm) \uff0c\u901a\u8fc7\u514d\u8d39\u8f6f\u4ef6\u8f7b\u677e\u8bbf\u95ee\u7684\u5546\u4e1a\u7f51\u7ad9\uff0c\u5df2\u7ecf\u83b7\u5f97\u4e86\u663e\u7740\u7684\u666e\u53ca\u3002\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u5206\u6790\u4e86\u4ece2020\u5e741\u67081\u65e5\u52302020\u5e747\u67087\u65e5\u4e4b\u95f4\u768423\u4e2a dwm \u4e2d\u6458\u5f55\u7684472,372\u4e2a\u5217\u8868\u3002\u6211\u4eec\u786e\u5b9a\u4e86518\u4e2a\u4e0e\u65b0\u578b\u51a0\u72b6\u75c5\u6bd2\u80ba\u708e\u4ea7\u54c1\u76f4\u63a5\u76f8\u5173\u7684\u5217\u8868\uff0c\u5e76\u76d1\u6d4b\u4ea7\u54c1\u7c7b\u522b\u7684\u65f6\u95f4\u6f14\u53d8\uff0c\u5305\u62ec\u4e2a\u4eba\u9632\u62a4\u8bbe\u5907\u3001\u836f\u54c1(\u5982 hydroxycloochine)\u548c\u533b\u7597\u6b3a\u8bc8(\u5982\u75ab\u82d7)\u3002\u6700\u540e\uff0c\u6839\u636e Twitter \u5e16\u5b50\u548c\u7ef4\u57fa\u767e\u79d1\u9875\u9762\u8bbf\u95ee\u91cf\uff0c\u6211\u4eec\u6bd4\u8f83\u4e86\u5b83\u4eec\u7684\u65f6\u95f4\u6f14\u53d8\u8d8b\u52bf\u548c\u516c\u4f17\u6ce8\u610f\u529b\u7684\u53d8\u5316\u3002\u6211\u4eec\u63ed\u793a\u4e86\u5728\u65b0\u578b\u51a0\u72b6\u75c5\u6bd2\u80ba\u708e\u6d41\u611f\u5927\u6d41\u884c\u671f\u95f4\uff0c\u7f51\u7edc\u5730\u4e0b\u7ecf\u6d4e\u662f\u5982\u4f55\u6f14\u53d8\u7684\uff0c\u5e76\u5f3a\u8c03\u4e86\u6301\u7eed\u76d1\u6d4b dwm \u7684\u91cd\u8981\u6027\uff0c\u5c24\u5176\u662f\u5f53\u771f\u6b63\u7684\u75ab\u82d7\u6216\u6cbb\u7597\u53ef\u80fd\u4f9b\u4e0d\u5e94\u6c42\u7684\u65f6\u5019\u3002\u6211\u4eec\u9884\u8ba1\u6211\u4eec\u7684\u5206\u6790\u5c06\u4f1a\u5f15\u8d77\u4e13\u6ce8\u4e8e\u4fdd\u62a4\u516c\u5171\u5065\u5eb7\u7684\u7814\u7a76\u4eba\u5458\u548c\u516c\u5171\u673a\u6784\u7684\u5174\u8da3\u3002<\/span><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u76f8\u4e92\u4f5c\u7528\u7684\u975e\u7ebf\u6027\u5f3a\u5316\u968f\u673a\u8fc7\u7a0b: <\/strong><\/span><\/p>\n

      \u540c\u6b65\u4e0e\u975e\u540c\u6b65<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      Interacting non-linear reinforced stochastic processes: synchronization and no-synchronization<\/span><\/h2>\n

      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/h2>\n

      \n

      http:\/\/arxiv.org\/abs\/2008.01489<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      Irene Crimaldi,Pierre-Yves Louis,Ida Germana Minelli<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u5bcc\u4eba\u53d8\u5f97\u66f4\u5bcc\u6709\u2019\u7684\u89c4\u5219\u5b89\u6170\u4ee5\u524d\u7ecf\u5e38\u9009\u62e9\u7684\u884c\u52a8\u3002\u5f53\u4ee3\u7406\u4eba\u8fdb\u884c\u4ea4\u4e92\u65f6\uff0c\u4e2a\u4eba\u9009\u62e9\u884c\u52a8\u7684\u503e\u5411\u7684\u6f14\u5316\u53d1\u751f\u4e86\u4ec0\u4e48\uff1f\u4e92\u52a8\u8d8b\u5411\u4e8e\u540c\u8d28\u5316\uff0c\u800c\u6bcf\u4e2a\u4e2a\u4f53\u7684\u52a8\u6001\u8d8b\u5411\u4e8e\u52a0\u5f3a\u5176\u81ea\u8eab\u7684\u5730\u4f4d\u3002\u5f3a\u5316\u8fc7\u7a0b\u7684\u76f8\u4e92\u4f5c\u7528\u968f\u673a\u7cfb\u7edf\u662f\u8fd1\u5e74\u6765\u7814\u7a76\u7684\u70ed\u70b9\u95ee\u9898\uff0c\u5176\u4e2d\u6e10\u8fd1\u884c\u4e3a\u88ab\u8bc1\u660e\u5177\u6709 a.s. \u540c\u6b65\u6027\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u8003\u8651\u8fd9\u6837\u7684\u6a21\u578b\uff0c\u5373\u4f7f\u5b58\u5728\u4ee3\u7406\u4e4b\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\uff0c\u7531\u4e8e\u4e2a\u4f53\u7684\u975e\u7ebf\u6027\u5f3a\u5316\u7684\u9009\u62e9\uff0c\u53ef\u80fd\u4f1a\u53d1\u751f\u540c\u6b65\u7684\u7f3a\u5931\u3002\u6211\u4eec\u5c55\u793a\u4e86\u8fd9\u4e9b\u7cfb\u7edf\u5982\u4f55\u81ea\u7136\u5730\u88ab\u89c6\u4e3a\u534f\u8c03\u535a\u5f08\u3001\u6280\u672f\u6216\u89c2\u70b9\u52a8\u6001\u7684\u6a21\u578b\u3002<\/span><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u65b0\u51a0\u80ba\u708e\u9650\u5236\u5bf9\u5168\u7403\u5927\u6c14\u4e2d<\/strong><\/span><\/p>\n

      \u4e8c\u6c27\u5316\u6c2e\u548c\u81ed\u6c27\u6d53\u5ea6\u7684\u5f71\u54cd<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      Global Impact of COVID-19 Restrictions on the Atmospheric Concentrations of Nitrogen Dioxide and Ozone<\/span><\/h2>\n

      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/h2>\n

      \n

      https:\/\/arxiv.org\/abs\/2008.01127<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      Christoph A. Keller,Mat. J. Evans,K. Emma Knowland,Christa A. Hasenkopf,Sruti Modekurty,Robert A. Lucchesi,Tomohiro Oda,Bruno B. Franca,Felipe C. Mandarino,M. Valeria D\u00edaz Su\u00e1rez,Robert G. Ryan,Luke H. Fakes,Steven Pawson<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u4e3a\u4e86\u9632\u6cbb\u65b0\u578b\u51a0\u72b6\u75c5\u6bd2\u80ba\u708e\u5927\u6d41\u884c\u800c\u91c7\u53d6\u7684\u793e\u4f1a\u758f\u8fdc\u63aa\u65bd\u5df2\u7ecf\u5bfc\u81f4\u4e86\u7a7a\u6c14\u6c61\u67d3\u7269\u6392\u653e\u91cf\u7684\u5e7f\u6cdb\u51cf\u5c11\u3002\u8981\u91cf\u5316\u8fd9\u4e9b\u53d8\u5316\uff0c\u5c31\u9700\u8981\u4e00\u5207\u7167\u65e7\u5730\u53cd\u4e8b\u5b9e\uff0c\u89e3\u91ca\u7a7a\u6c14\u6c61\u67d3\u7269\u7684\u5929\u6c14\u548c\u5b63\u8282\u53d8\u5316\u30022020\u5e741\u6708\u81f36\u6708\uff0c\u6211\u4eec\u572846\u4e2a\u56fd\u5bb6\u76845,756\u4e2a\u89c2\u6d4b\u70b9\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u6839\u636e\u6765\u81ea\u7f8e\u56fd\u822a\u5929\u5c40 GEOS-CF \u6a21\u578b\u7684\u4fe1\u606f\u6765\u8bc4\u4f30\u4e8c\u6c27\u5316\u6c2e\u548c\u81ed\u6c27\u7684\u53d8\u5316\u3002\u4e8c\u6c27\u5316\u6c2e\u7684\u51cf\u5c11\u4e0e\u65b0\u578b\u51a0\u72b6\u75c5\u6bd2\u80ba\u708e\u9650\u5236\u7684\u65f6\u95f4\u548c\u5f3a\u5ea6\u76f8\u5173\uff0c\u8303\u56f4\u4ece\u4e25\u91cd\u53d7\u5f71\u54cd\u7684\u57ce\u5e02(\u5982\u6b66\u6c49\uff0c\u7c73\u5170)\u768460% \u5230\u53d8\u5316\u4e0d\u5927\u7684\u57ce\u5e02(\u5982\u91cc\u7ea6\u70ed\u5185\u5362\uff0c\u53f0\u5317)\u3002\u81ea2020\u5e742\u6708\u4ee5\u6765\uff0cNO2\u6d53\u5ea6\u5e73\u5747\u6bd4\u6b63\u5e38\u60c5\u51b5\u4f4e18% \u3002\u4e2d\u56fd\u7ecf\u5386\u4e86\u6700\u65e9\u548c\u6700\u6025\u5267\u7684\u4e0b\u964d\uff0c\u4f46\u81ea4\u6708\u4efd\u4ee5\u6765\uff0c\u6d53\u5ea6\u57fa\u672c\u4e0a\u5df2\u7ecf\u6062\u590d\uff0c\u4e0e\u901a\u5e38\u7684\u4f30\u8ba1\u503c\u4fdd\u6301\u57285% \u4ee5\u5185\u3002\u6b27\u6d32\u548c\u7f8e\u56fd\u7684\u4e8c\u6c27\u5316\u6c2e\u6392\u653e\u91cf\u51cf\u5c11\u8f83\u4e3a\u7f13\u6162\uff0c\u4ece3\u6708\u4e0b\u65ec\u5f00\u59cb\u7684\u590d\u82cf\u6b65\u5c65\u8e52\u8dda\u3002\u6211\u4eec\u4f30\u8ba1\uff0c2020\u5e74\u524d6\u4e2a\u6708\u5168\u7403\u6c2e\u6c27\u5316\u7269(no + no 2)\u6392\u653e\u91cf\u51cf\u5c11\u4e3a2.9 TgN\uff0c\u76f8\u5f53\u4e8e\u6bcf\u5e74\u4eba\u4e3a\u603b\u91cf\u76845.1% \u3002\u975e\u7ebf\u6027\u5927\u6c14\u5316\u5b66\u7684\u7ade\u4e89\u5f71\u54cd\u4f7f\u5730\u8868\u81ed\u6c27\u7684\u54cd\u5e94\u53d8\u5f97\u590d\u6742\u3002\u867d\u7136\u5730\u8868\u81ed\u6c27\u5728\u4e00\u4e9b\u5730\u70b9\u589e\u52a0\u4e86\u9ad8\u8fbe50% \uff0c\u6211\u4eec\u53d1\u73b02020\u5e742\u6708\u81f36\u6708\u671f\u95f4\u5bf9\u6bcf\u65e5\u5e73\u5747\u81ed\u6c27\u7684\u603b\u4f53\u51c0\u5f71\u54cd\u5f88\u5c0f\u3002\u7136\u800c\uff0c\u6211\u4eec\u7684\u5206\u6790\u8868\u660e\uff0c\u7531\u4e8e\u6ef4\u5b9a\u51cf\u5c11\u548c\u767d\u5929\u81ed\u6c27\u51cf\u5c11\uff0c\u591c\u95f4\u81ed\u6c27\u589e\u52a0\uff0c\u81ed\u6c27\u65e5\u53d8\u5316\u5468\u671f\u8d8b\u4e8e\u5e73\u7f13\uff0c\u53cd\u6620\u51fa\u5149\u5316\u5b66\u751f\u6210\u51cf\u5c11\u3002\u6c27\u6c14\u7684\u53cd\u5e94\u53d6\u51b3\u4e8e\u5b63\u8282\u3001\u65f6\u95f4\u5c3a\u5ea6\u548c\u73af\u5883\uff0c\u5982\u679c\u6c2e\u6c27\u5316\u7269\u6392\u653e\u91cf\u7ee7\u7eed\u51cf\u5c11\uff0c\u9884\u6d4b\u8868\u9762\u6c27\u6c14\u7684\u4e0b\u964d\u3002<\/span><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u7ade\u4e89\u5e73\u8861\u7406\u8bba\u4e2d<\/strong><\/span><\/p>\n

      \u7b26\u53f7\u7f51\u7edc\u4e34\u754c\u884c\u4e3a\u7684\u5e73\u5747\u573a\u89e3<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      Mean-Field Solution for Critical Behavior of Signed Networks in Competitive Balance Theory<\/span><\/h2>\n

      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/h2>\n

      \n

      http:\/\/arxiv.org\/abs\/2008.00537<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      R. Masoumi,F. Oloomi,A. Kargaran,A. Hosseiny,G. R. Jafari<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u63d0\u51fa\u4e86\u7ade\u4e89\u5e73\u8861\u6a21\u578b\uff0c\u4f5c\u4e3a\u5e73\u8861\u6a21\u578b\u7684\u6269\u5c55\uff0c\u4ee5\u89e3\u51b3\u7b7e\u540d\u7f51\u7edc\u4e2d\u7684\u5229\u76ca\u51b2\u7a81\u3002\u5728\u8fd9\u79cd\u6a21\u5f0f\u4e2d\uff0c\u4e24\u79cd\u4e0d\u540c\u7684\u8303\u5f0f\u7531\u4e8e\u7ade\u4e89\u5229\u76ca\u800c\u76f8\u4e92\u7ade\u4e89\uff0c\u4ee5\u652f\u914d\u7cfb\u7edf\u5e76\u5f3a\u52a0\u81ea\u5df1\u7684\u4ef7\u503c\u89c2\u3002\u672c\u6587\u91c7\u7528\u5e73\u5747\u573a\u89e3\u6cd5\uff0c\u7814\u7a76\u4e86\u7ade\u4e89\u5e73\u8861\u6a21\u578b\u7684\u70ed\u884c\u4e3a\u3002\u6211\u4eec\u7684\u7ed3\u679c\u8868\u660e\uff0c\u5728\u4e00\u5b9a\u6e29\u5ea6\u4e0b\uff0c\u4e24\u79cd\u7ade\u4e89\u5229\u76ca\u4e4b\u95f4\u7684\u5bf9\u79f0\u6027\u4f1a\u81ea\u53d1\u7834\u574f\uff0c\u4ece\u800c\u5bfc\u81f4\u79bb\u6563\u76f8\u53d8\u3002\u56e0\u6b64\uff0c\u4ece\u4e00\u4e2a\u5f02\u8d28\u7684\u7b26\u53f7\u7f51\u7edc\u5f00\u59cb\uff0c\u5982\u679c\u4ee3\u7406\u4eba\u7684\u76ee\u6807\u662f\u6700\u7ec8\u51cf\u5c11\u6765\u81ea\u5e73\u8861\u7406\u8bba\u7684\u538b\u529b\uff0c\u90a3\u4e48\u8fdb\u5316\u6700\u7ec8\u53ea\u9009\u62e9\u4e00\u4e2a\u73b0\u5b58\u7684\u5229\u76ca\u548c\u7a33\u5b9a\u6027\uff0c\u800c\u8fd9\u4e2a\u5229\u76ca\u548c\u7a33\u5b9a\u6027\u662f\u7531\u4e00\u4e2a\u8303\u5f0f\u4e3b\u5bfc\u7684\u7f51\u7edc\u4ea7\u751f\u7684\u3002\u4e34\u754c\u6e29\u5ea6\u4e0e\u8282\u70b9\u6570\u6210\u7ebf\u6027\u5173\u7cfb\uff0c\u8fd9\u5728\u70ed\u5e73\u8861\u7406\u8bba\u4e2d\u4e5f\u662f\u7ebf\u6027\u5173\u7cfb\u3002\u6700\u540e\u901a\u8fc7\u4e00\u7cfb\u5217\u6a21\u62df\u9a8c\u8bc1\u4e86\u5e73\u5747\u573a\u7406\u8bba\u7684\u7ed3\u679c\u3002<\/span><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u65e5\u672c\u65b0\u51a0\u80ba\u708e\u6d41\u884c\u75c5\u7684<\/strong><\/span><\/p>\n

      \u6210\u6838\u4e0e\u751f\u957f\u6a21\u578b<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      A nucleation and growth model for COVID-19 epidemic in Japan<\/span><\/h2>\n

      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/h2>\n

      \n

      http:\/\/arxiv.org\/abs\/2008.01690<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      Yoshihiko Takase<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u901a\u8fc7\u52a8\u6001\u76f8\u53d8\u7684\u57fa\u672c\u65b9\u7a0b\u5206\u6790\u4e86\u65b0\u578b\u51a0\u72b6\u75c5\u6bd2\u80ba\u708e\u5728\u65e5\u672c\u548c\u4e1c\u4eac\u7684\u6d41\u884c\u60c5\u51b5\u3002<\/span><\/span><\/strong>\u7ed3\u679c\u8868\u660e\uff0c\u8be5\u6d41\u884c\u75c5\u4e0e\u968f\u673a\u6210\u6838\u7ebf\u6027\u751f\u957f\u6a21\u578b\u543b\u5408\u8f83\u597d\uff0c\u8868\u660e2020\u5e743\u670813\u65e5\u81f32020\u5e745\u670822\u65e5\u671f\u95f4\u7684\u6d41\u884c\u75c5\u4ec5\u53d7\u521d\u59cb\u654f\u611f\u6027\u3001\u7574\u751f\u957f\u901f\u7387\u548c\u6210\u6838\u8870\u53d8\u5e38\u6570\u4e09\u4e2a\u5e38\u6570\u7684\u901f\u7387\u9650\u5236\u3002\u8be5\u6a21\u578b\u7531\u4e00\u4e2a\u65b9\u7a0b\u7ec4\u6210\uff0c\u521d\u59cb\u7684\u5177\u4f53\u60c5\u51b5\u662f\u7ebf\u6027\u7684\uff0c\u56e0\u6b64\u53ef\u4ee5\u5f88\u597d\u5730\u9884\u6d4b\u6d41\u884c\u75c5\u7684<\/span>\u53d1\u751f\u3002<\/span><\/span><\/strong><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u52a0\u6743\u51c6\u786e\u5ea6\u7b97\u6cd5<\/strong><\/span><\/p>\n

      \u5728\u865a\u5047\u65b0\u95fb\u9632\u4f2a\u4e2d\u7684\u5e94\u7528<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      Weighted Accuracy Algorithmic Approach In Counteracting Fake News And Disinformation<\/span><\/h2>\n

      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/h2>\n

      \n

      http:\/\/arxiv.org\/abs\/2008.015<\/span>35<\/span><\/span><\/strong><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      Kwadwo Osei Bonsu<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u968f\u7740\u4e16\u754c\u8d8a\u6765\u8d8a\u4f9d\u8d56\u4e92\u8054\u7f51\u8fdb\u884c\u4fe1\u606f\u4ea4\u6d41\uff0c\u4e00\u4e9b\u8fc7\u5206\u70ed\u5fc3\u7684\u8bb0\u8005\u3001\u9ed1\u5ba2\u3001\u535a\u5ba2\u4f5c\u8005\u3001\u4e2a\u4eba\u548c\u7ec4\u7ec7\u5f80\u5f80\u6ee5\u7528\u81ea\u7531\u4fe1\u606f\u73af\u5883\u7684\u5929\u8d4b\uff0c\u4e3a\u4e86\u81ea\u5df1\u7684\u76ee\u7684\uff0c\u7528\u5047\u65b0\u95fb\u3001\u865a\u5047\u4fe1\u606f\u548c\u81ea\u547d\u4e0d\u51e1\u7684\u5185\u5bb9\u6c61\u67d3\u73af\u5883\u3002\u56e0\u6b64\uff0c\u6709\u5fc5\u8981\u6781\u5176\u4e25\u8083\u5730\u5904\u7406\u5047\u65b0\u95fb\u548c\u865a\u5047\u4fe1\u606f\u7684\u95ee\u9898\u3002\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u7ea6\u675f\u673a\u5236\u7684\u865a\u5047\u65b0\u95fb\u68c0\u6d4b\u548c\u62a5\u9053\u65b9\u6cd5\uff0c\u8be5\u65b9\u6cd5\u5229\u7528\u4e86\u56db\u79cd\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u7684\u52a0\u6743\u51c6\u786e\u5ea6\u3002<\/span><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u53cc\u5411\u51b3\u7b56\u591a\u667a\u80fd\u4f53 q \u5b66\u4e60<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      QPLEX: Duplex Dueling Multi-Agent Q-Learning<\/span><\/h2>\n

      \u5730<\/span><\/strong>\u5740<\/span>\uff1a<\/span><\/strong><\/h2>\n

      \n

      http:\/\/arxiv.org\/abs\/2008.01062<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      Jianhao Wang,Zhizhou Ren,Terry Liu,Yang Yu,Chongjie Zhang<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u6211\u4eec\u5728\u6d41\u884c\u7684\u96c6\u4e2d\u8bad\u7ec3\u548c\u5206\u6563\u6267\u884c(CTDE)\u7684\u8303\u4f8b\u4e2d\u63a2\u7d22\u57fa\u4e8e\u4ef7\u503c\u7684\u591a\u4ee3\u7406\u5f3a\u5316\u5b66\u4e60\u3002CTDE \u8981\u6c42\u6700\u4f18\u8054\u5408\u884c\u52a8\u9009\u62e9\u4e0e\u6700\u4f18\u4e2a\u4f53\u884c\u52a8\u9009\u62e9\u5177\u6709\u4e00\u81f4\u6027\uff0c\u79f0\u4e3a IGM (\u4e2a\u4f53-\u5168\u5c40-\u6700\u5927\u503c)\u539f\u5219\u3002\u7136\u800c\uff0c\u4e3a\u4e86\u5b9e\u73b0\u53ef\u6269\u5c55\u6027\uff0c\u73b0\u6709\u7684 MARL \u65b9\u6cd5\u8981\u4e48\u9650\u5236\u5176\u503c\u51fd\u6570\u7c7b\u7684\u8868\u793a\u6027\uff0c\u8981\u4e48\u653e\u677e IGM \u7684\u4e00\u81f4\u6027\uff0c\u8fd9\u53ef\u80fd\u5bfc\u81f4\u7b56\u7565\u4e0d\u826f\u751a\u81f3\u5206\u6b67\u3002\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684 MARL \u65b9\u6cd5\uff0c\u79f0\u4e3a\u53cc\u5411\u51b3\u7b56\u591a\u667a\u80fd\u4f53 q \u5b66\u4e60(QPLEX) \uff0c\u5b83\u91c7\u7528\u53cc\u5411\u51b3\u7b56\u7f51\u7edc\u7ed3\u6784\u6765\u5206\u89e3\u8054\u5408\u503c\u51fd\u6570\u3002\u8fd9\u79cd\u53cc\u91cd\u51b3\u7b56\u4f53\u7cfb\u7ed3\u6784\u5c06 IGM \u539f\u7406\u8f6c\u5316\u4e3a\u6613\u4e8e\u5b9e\u73b0\u7684\u4f18\u52bf\u51fd\u6570\u7ea6\u675f\uff0c\u4ece\u800c\u5b9e\u73b0\u4e86\u9ad8\u6548\u7684\u503c\u51fd\u6570\u5b66\u4e60\u3002\u7406\u8bba\u5206\u6790\u8868\u660e\uff0cQPLEX \u89e3\u51b3\u4e86\u4e00\u7c7b\u4e30\u5bcc\u7684\u4efb\u52a1\u3002\u661f\u9645 II \u5355\u5143\u5fae\u89c2\u7ba1\u7406\u4efb\u52a1\u7684\u7ecf\u9a8c\u6027\u5b9e\u9a8c\u8868\u660e\uff0cQPLEX \u5728\u4e24\u4e2a\u5728\u7ebf\u548c\u79bb\u7ebf\u4efb\u52a1\u8bbe\u7f6e\u4e2d\u90fd\u660e\u663e\u4f18\u4e8e\u6700\u5148\u8fdb\u7684\u57fa\u7ebf\uff0c\u540c\u65f6\u4e5f\u8868\u660e QPLEX \u5b9e\u73b0\u4e86\u9ad8\u62bd\u6837\u6548\u7387\uff0c\u5e76\u4e14\u4e0d\u9700\u8981\u989d\u5916\u7684\u63a2\u7d22\u5c31\u53ef\u4ee5\u4ece\u79bb\u7ebf\u6570\u636e\u96c6\u4e2d\u83b7\u76ca\u3002<\/span><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u57fa\u4e8e\u89d2\u5ea6\u7684\u4f20\u611f\u5668\u7f51\u7edc\u5b9a\u4f4d<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      Angle-Based Sensor Network Localization<\/span><\/h2>\n

      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/h2>\n

      \n

      http:\/\/arxiv.org\/abs\/1912.01665<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      Gangshan Jing,Changhuang Wan,Ran Dai<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u672c\u6587\u7814\u7a76\u4e86\u57fa\u4e8e\u89d2\u5ea6\u7684\u4f20\u611f\u5668\u7f51\u7edc\u5b9a\u4f4d\u95ee\u9898\uff0c\u5373\u5728\u4f20\u611f\u5668\u7f51\u7edc\u4e2d\u786e\u5b9a\u6240\u6709\u4f20\u611f\u5668\u7684\u4f4d\u7f6e\uff0c\u7ed9\u5b9a\u90e8\u5206\u4f20\u611f\u5668(\u79f0\u4e3a\u951a\u70b9)\u7684\u4f4d\u7f6e\u548c\u57fa\u4e8e\u5404\u4f20\u611f\u5668\u5c40\u90e8\u5750\u6807\u6846\u67b6\u6d4b\u91cf\u7684\u89d2\u5ea6\u7ea6\u675f\u3002\u9996\u5148\u8bc1\u660e\u4e86\u4e00\u4e2a\u5177\u6709\u975e\u9000\u5316\u53cc\u8fb9\u6709\u5e8f\u7684\u6846\u67b6\u5fc5\u987b\u662f\u89d2\u53ef\u56fa\u5b9a\u7684\uff0c\u8fd9\u610f\u5473\u7740\u5b83\u53ef\u4ee5\u552f\u4e00\u5730\u7531\u5e73\u79fb\u3001\u65cb\u8f6c\u3001\u53cd\u5c04\u548c\u5747\u5300\u7f29\u653e\u7684\u8fb9\u4e4b\u95f4\u7684\u89d2\u786e\u5b9a\u3002\u7136\u540e\u8bc1\u660e\u4e86\u4e00\u4e2a ASNL \u95ee\u9898\u7684\u552f\u4e00\u89e3\u5f53\u4e14\u4ec5\u5f53\u63a5\u5730\u6846\u67b6\u662f\u53ef\u56fa\u5b9a\u7684\u4e14\u951a\u70b9\u4e0d\u662f\u5171\u7ebf\u7684\u3002\u968f\u540e\uff0cASNL \u5206\u522b\u5728\u96c6\u4e2d\u5f0f\u548c\u5206\u5e03\u5f0f\u73af\u5883\u4e0b\u5f97\u5230\u89e3\u51b3\u3002\u5c06\u96c6\u4e2d\u5f0f ASNL \u8868\u793a\u4e3a\u65e0\u566a\u58f0\u548c\u6709\u566a\u58f0\u60c5\u51b5\u4e0b\u7684\u79e9\u7ea6\u675f\u534a\u5b9a\u89c4\u5212(SDP) \uff0c\u5e76\u63d0\u51fa\u4e86\u4e00\u79cd\u5904\u7406\u5927\u89c4\u6a21 ASNL \u7684\u5206\u89e3\u65b9\u6cd5\u3002\u91c7\u7528\u57fa\u4e8e\u4f20\u611f\u5668\u95f4\u901a\u4fe1\u7684\u5206\u5e03\u5f0f\u534f\u8bae\u89e3\u51b3\u5206\u5e03\u5f0f ASNL \u95ee\u9898\u3002\u5206\u522b\u7ed9\u51fa\u4e86\u7b49\u4ef7\u4e8e\u7ebf\u6027 SDP \u7684\u56fe\u5f62\u6761\u4ef6\u3001 SDP \u7684\u5206\u89e3\u4ee5\u53ca\u5206\u5e03\u5f0f\u534f\u8bae\u7684\u6548\u7387\u3002\u6700\u540e\uff0c\u901a\u8fc7\u4eff\u771f\u5b9e\u4f8b\u9a8c\u8bc1\u4e86\u7406\u8bba\u5206\u6790\u7684\u6709\u6548\u6027\u3002<\/span><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u76f8\u4e92\u4e86\u89e3: <\/strong><\/span><\/p>\n

      \u4eba\u673a\u534f\u4f5c\u7684\u610f\u56fe\u3001\u80fd\u529b\u548c\u4fe1\u4efb\u6821\u51c6<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      Getting to Know One Another: Calibrating Intent, Capabilities and Trust for Human-Robot Collaboration<\/span><\/h2>\n

      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/h2>\n

      \n

      http:\/\/arxiv.org\/abs\/2008.00699<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      Joshua Lee,Jeffrey Fong,Bing Cai Kok,Harold Soh<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u5171\u540c\u7684\u7ecf\u9a8c\u8868\u660e\uff0c\u76f8\u4e92\u719f\u6089\u7684\u4ee3\u7406\u4eba\u66f4\u80fd\u591f\u4e00\u8d77\u5de5\u4f5c\u3002\u5728\u8fd9\u9879\u5de5\u4f5c\u4e2d\uff0c\u6211\u4eec\u89e3\u51b3\u4e86\u4eba\u673a\u534f\u4f5c\u4e2d\u7684\u610f\u56fe\u548c\u80fd\u529b\u6807\u5b9a\u95ee\u9898\u3002\u7279\u522b\u662f\uff0c\u6211\u4eec\u5173\u6ce8\u7684\u573a\u666f\u662f\u673a\u5668\u4eba\u8bd5\u56fe\u5e2e\u52a9\u4e00\u4e2a\u65e0\u6cd5\u76f4\u63a5\u8868\u8fbe\u81ea\u5df1\u610f\u56fe\u7684\u4eba\u3002\u6b64\u5916\uff0c\u4e24\u4e2a\u4ee3\u7406\u4eba\u53ef\u80fd\u6709\u4e0d\u540c\u7684\u80fd\u529b\uff0c\u662f\u672a\u77e5\u7684\u5f7c\u6b64\u3002\u6211\u4eec\u91c7\u7528\u4e00\u4e2a\u51b3\u7b56\u7406\u8bba\u7684\u65b9\u6cd5\uff0c\u5e76\u63d0\u51fa TICC-POMDP \u5efa\u6a21\u8fd9\u4e00\u8bbe\u7f6e\uff0c\u4e0e\u76f8\u5173\u7684\u5728\u7ebf\u89e3\u51b3\u5668\u3002\u5b9e\u9a8c\u8868\u660e\uff0c\u6211\u4eec\u7684\u65b9\u6cd5\u5bfc\u81f4\u66f4\u597d\u7684\u56e2\u961f\u6027\u80fd\uff0c\u5728\u6a21\u62df\u548c\u73b0\u5b9e\u4e16\u754c\u7684\u7814\u7a76\u4e0e\u4eba\u7684\u4e3b\u9898\u3002<\/span><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u4ef7\u503c\u5206\u89e3\u591a\u4e3b\u4f53\u7684\u6f14\u5458-\u6279\u8bc4\u5bb6<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      Value-Decomposition Multi-Agent Actor-Critics<\/span><\/h2>\n

      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/h2>\n

      \n

      http:\/\/arxiv.org\/abs\/2007.12306<\/span><\/p>\n

      \u4f5c<\/span><\/strong>\u8005\uff1a<\/span><\/strong><\/p>\n

      Jianyu Su,Stephen Adams,Peter A. Beling<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u5916\u90e8\u72b6\u6001\u4fe1\u606f\u7684\u5f00\u53d1\u5df2\u7ecf\u6210\u4e3a\u591a\u667a\u80fd\u4f53\u5f3a\u5316\u5b66\u4e60\u4e2d\u4e00\u4e2a\u975e\u5e38\u6d3b\u8dc3\u7684\u7814\u7a76\u9886\u57df\u3002QMIX \u4f7f\u7528\u975e\u8d1f\u51fd\u6570\u903c\u8fd1\u5668\u4ee3\u8868\u8054\u5408\u884c\u52a8\u503c\uff0c\u5e76\u4e14\u5728\u591a\u4ee3\u7406\u57fa\u51c6\u6d4b\u8bd5\u3001\u661f\u9645\u4e89\u9738 II \u5fae\u7ba1\u7406\u4efb\u52a1\u4e2d\u53d6\u5f97\u4e86\u6700\u597d\u7684\u6027\u80fd\u3002\u7136\u800c\uff0c\u6211\u4eec\u7684\u5b9e\u9a8c\u8868\u660e\uff0c\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0cQMIX \u4e0e A2C \u4e0d\u517c\u5bb9\uff0cA2C \u662f\u4e00\u79cd\u63d0\u9ad8\u7b97\u6cd5\u8bad\u7ec3\u6548\u7387\u7684\u8bad\u7ec3\u8303\u5f0f\u3002\u4e3a\u4e86\u5728\u8bad\u7ec3\u6548\u7387\u548c\u7b97\u6cd5\u6027\u80fd\u4e4b\u95f4\u53d6\u5f97\u5408\u7406\u7684\u5e73\u8861\uff0c\u6211\u4eec\u5c06\u4ef7\u503c\u5206\u89e3\u6269\u5c55\u5230\u4e0e A2C \u517c\u5bb9\u7684\u53c2\u4e0e\u8005-\u8bc4\u8bba\u8005\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684\u53c2\u4e0e\u8005-\u8bc4\u8bba\u8005\u6846\u67b6\uff0c\u5373\u4ef7\u503c\u5206\u89e3\u53c2\u4e0e\u8005-\u8bc4\u8bba\u8005\u6846\u67b6(value-decomposition actor-critics\uff0cvdac)\u3002\u6211\u4eec\u5728\u661f\u9645\u4e89\u97382\u7684\u5fae\u89c2\u7ba1\u7406\u4efb\u52a1\u6d4b\u8bd5\u5e73\u53f0\u4e0a\u5bf9 vdac \u8fdb\u884c\u4e86\u8bc4\u4f30\uff0c\u7ed3\u679c\u8868\u660e\u8be5\u6846\u67b6\u6bd4\u5176\u4ed6\u8bc4\u8bba\u8005\u65b9\u6cd5\u63d0\u9ad8\u4e86\u6027\u80fd\u4e2d\u4f4d\u6570\u3002\u6b64\u5916\uff0c\u6211\u4eec\u901a\u8fc7\u4e00\u7cfb\u5217\u70e7\u8680\u5b9e\u9a8c\u6765\u786e\u5b9a\u5f71\u54cd vdac \u6027\u80fd\u7684\u5173\u952e\u56e0\u7d20\u3002<\/span><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u53ef\u63d2\u62d4\u7684\u5206\u5e03\u5f0f\u8d44\u6e90\u5206\u914d\u5668: <\/strong><\/span><\/p>\n

      \u79fb\u52a8\u673a\u5668\u4eba\u7f51\u7edc\u4e2d\u7684<\/strong><\/span><\/p>\n

      \u5206\u5e03\u5f0f\u8ba1\u7b97\u4e2d\u95f4\u4ef6<\/strong><\/span><\/p>\n

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


      <\/h2>\n

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      The Pluggable Distributed Resource Allocator (PDRA): a Middleware for Distributed Computing in Mobile Robotic Networks<\/span><\/h2>\n

      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/h2>\n

      \n

      http:\/\/arxiv.org\/abs\/2003.13813<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      Federico Rossi,Tiago Stegun Vaquero,Marc Sanchez Net,Ma\u00edra Saboia da Silva,and Joshua Vander Hook<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u6211\u4eec\u4ecb\u7ecd\u4e86\u53ef\u63d2\u62d4\u7684\u5206\u5e03\u5f0f\u8d44\u6e90\u5206\u914d\u5668(PDRA) \uff0c\u8fd9\u662f\u4e00\u4e2a\u7528\u4e8e\u5f02\u6784\u79fb\u52a8\u673a\u5668\u4eba\u7f51\u7edc\u4e2d\u7684\u79fb\u52a8\u5206\u5e03\u5f0f\u8ba1\u7b97\u7684\u4e2d\u95f4\u4ef6\u3002PDRA \u4f7f\u81ea\u4e3b\u673a\u5668\u4eba\u4ee3\u7406\u80fd\u591f\u5171\u4eab\u8ba1\u7b97\u8d44\u6e90\uff0c\u7528\u4e8e\u6602\u8d35\u7684\u8ba1\u7b97\u4efb\u52a1\uff0c\u5982\u5b9a\u4f4d\u548c\u8def\u5f84\u89c4\u5212\u3002\u5b83\u4f4d\u4e8e\u73b0\u6709\u7684\u5355\u4ee3\u7406\u8ba1\u5212\u5668\/\u6267\u884c\u5668\u548c\u73b0\u6709\u7684\u8ba1\u7b97\u8d44\u6e90(\u4f8b\u5982 ROS \u5305)\u4e4b\u95f4\uff0c\u62e6\u622a\u6267\u884c\u5668\u7684\u8bf7\u6c42\uff0c\u5982\u679c\u9700\u8981\uff0c\u900f\u660e\u5730\u5c06\u5b83\u4eec\u8def\u7531\u5230\u5176\u4ed6\u673a\u5668\u4eba\u6267\u884c\u3002PDRA \u662f\u53ef\u63d2\u62d4\u7684: \u5b83\u53ef\u4ee5\u96c6\u6210\u5230\u73b0\u6709\u7684\u5355\u673a\u5668\u4eba\u81ea\u6cbb\u5806\u6808\u4e2d\uff0c\u53ea\u9700\u8981\u8fdb\u884c\u6700\u5c0f\u7684\u4fee\u6539\u3002\u4efb\u52a1\u5206\u914d\u51b3\u7b56\u7531\u4e00\u4e2a\u6df7\u5408\u6574\u6570\u89c4\u5212\u7b97\u6cd5\u6267\u884c\uff0c\u4ee5\u5171\u4eab\u4e16\u754c\u7684\u65b9\u5f0f\u89e3\u51b3\uff0c\u8be5\u7b97\u6cd5\u6a21\u62df CPU \u8d44\u6e90\u3001\u5ef6\u8fdf\u9700\u6c42\uff0c\u4ee5\u53ca\u591a\u8df3\u3001\u5468\u671f\u6027\u3001\u5e26\u5bbd\u6709\u9650\u7684\u7f51\u7edc\u901a\u4fe1; \u8be5\u7b97\u6cd5\u53ef\u4ee5\u6700\u5c0f\u5316\u603b\u4f53\u80fd\u8017\uff0c\u6216\u6700\u5927\u5316\u5b8c\u6210\u53ef\u9009\u4efb\u52a1\u7684\u56de\u62a5\u3002\u4eff\u771f\u7ed3\u679c\u8868\u660e\uff0c\u5728\u5177\u6709\u4ee3\u8868\u6027\u7684\u591a\u673a\u5668\u4eba\u65b9\u6848\u4e2d\uff0cPDRA \u80fd\u591f\u6bd4\u6734\u7d20\u7684\u8c03\u5ea6\u5668\u964d\u4f4e50% \u4ee5\u4e0a\u7684\u80fd\u91cf\u548c CPU \u4f7f\u7528\u91cf\uff0c\u5728\u5d4c\u5165\u5f0f\u5e73\u53f0\u4e0a\u8fd0\u884c\uff0c\u5728\u5ef6\u8fdf\u548c\u4e2d\u65ad\u5bb9\u5fcd\u7f51\u7edc(DTNs)\u4e2d\u8868\u73b0\u826f\u597d\u3002PDRA \u6839\u636e\u5f00\u653e\u6e90\u7801\u8bb8\u53ef\u5411\u793e\u533a\u63d0\u4f9b\u3002<\/span><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u5f00\u653e\u5b58\u53d6\u7684\u53ef\u80fd\u6027\u6761\u4ef6<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      Posibility conditions for Open Access<\/span><\/h2>\n

      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/h2>\n

      \n

      http:\/\/arxiv.org\/abs\/2008.00076<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      Jacinto Davila<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u8fd9\u662f\u4e00\u4e2a\u8bd5\u56fe\u5f62\u5f0f\u5316\u7684\u6761\u4ef6\u7684\u53ef\u80fd\u6027\uff0c\u514d\u8d39\uff0c\u81ea\u7531\uff0c\u5f00\u653e\u83b7\u53d6\u79d1\u5b66\u77e5\u8bc6\u7684\u6e38\u620f\u3002\u6311\u6218\u5728\u4e8e\u9610\u660e\u53c2\u4e0e\u5b8f\u5927\u79d1\u5b66\u5bf9\u8bdd\u7684\u4ee3\u7406\u4eba\u613f\u610f\u5f00\u653e\u5171\u4eab\u3001\u4ea4\u6362\u3001\u534f\u5546\u6216\u653e\u5f03\u4ed6\u4eec\u7684\u8d21\u732e\u7684\u6761\u6b3e\uff0c\u8003\u8651\u4ed6\u4eec\u76f8\u5e94\u7684\u610f\u56fe\u3001\u76ee\u6807\u3001\u4fe1\u5ff5\u548c\u9884\u671f\u6548\u7528\u3002\u4ece\u8fd9\u91cc\u63cf\u8ff0\u7684\u6e38\u620f\u4e2d\u53ef\u4ee5\u5f97\u51fa\u8bb8\u591a\u7ed3\u8bba\u3002\u6211\u4eec\u5728\u5efa\u6a21\u8fc7\u7a0b\u4e2d\u4f5c\u51fa\u4e86\u8bb8\u591a\u7b80\u5316\u7684\u51b3\u5b9a\uff0c\u5f53\u7136\uff0c\u8fd9\u4e9b\u51b3\u5b9a\u5fc5\u987b\u4f5c\u4e3a\u8fd9\u4e9b\u7ed3\u8bba\u7684\u51b3\u5b9a\u6027\u80cc\u666f\u52a0\u4ee5\u8003\u8651\u3002\u7136\u800c\uff0c\u53ef\u4ee5\u80af\u5b9a\u7684\u662f\uff0c\u5728\u76ee\u524d\u7684\u6e38\u620f\u6761\u4ef6\u4e0b\uff0c\u5373\u4f7f\u6240\u6709\u5176\u4ed6\u5b66\u672f\u4ee3\u7406\u4eba\u90fd\u9009\u62e9\u5f00\u653e\u83b7\u53d6\uff0c\u7f16\u8f91\u4eec\u4ecd\u7136\u4f1a\u7ee7\u7eed\u5728\u901a\u884c\u8d39\u548c\u77e5\u8bc6\u5206\u914d\u6a21\u578b\u4e0a\u4e0b\u8d4c\u6ce8\u3002<\/span><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

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

      \u6df7\u5408\u52a8\u6001\u73af\u5883\u4e0b\u57fa\u4e8e<\/strong><\/span><\/p>\n

      \u8fdb\u5316\u5f3a\u5316\u5b66\u4e60\u7684\u591a\u4e3b\u4f53\u8def\u5f84\u89c4\u5212<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      MAPPER: Multi-Agent Path Planning with Evolutionary Reinforcement Learning in Mixed Dynamic Environments<\/span><\/h2>\n

      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/h2>\n

      \n

      http:\/\/arxiv.org\/abs\/2007.15724<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      Zuxin Liu,Baiming Chen,Hongyi Zhou,Guru Koushik,Martial Hebert,Ding Zhao<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u52a8\u6001\u73af\u5883\u4e0b\u7684\u591a\u667a\u80fd\u4f53\u5bfc\u822a\u5bf9\u4e8e\u5c06\u5927\u89c4\u6a21\u673a\u5668\u4eba\u5e94\u7528\u4e8e\u73b0\u5b9e\u73af\u5883\u5177\u6709\u91cd\u8981\u7684\u5de5\u4e1a\u4ef7\u503c\u3002\u9488\u5bf9\u6df7\u5408\u52a8\u6001\u73af\u5883\u4e0b\u7684\u5c40\u90e8\u89c4\u5212\u95ee\u9898\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u8fdb\u5316\u5f3a\u5316\u5b66\u4e60\u7684\u5206\u6563\u90e8\u5206\u53ef\u89c2\u6d4b\u591a\u667a\u80fd\u4f53\u8def\u5f84\u89c4\u5212\u65b9\u6cd5\u3002\u57fa\u4e8e\u5f3a\u5316\u5b66\u4e60\u7684\u65b9\u6cd5\u5728\u5177\u6709\u76ee\u6807\u6761\u4ef6\u7a00\u758f\u62a5\u916c\u7684\u957f\u65f6\u95f4\u4efb\u52a1\u4e2d\u901a\u5e38\u4f1a\u51fa\u73b0\u6027\u80fd\u4e0b\u964d\u7684\u95ee\u9898\uff0c\u56e0\u6b64\u5728\u5168\u5c40\u89c4\u5212\u5668\u7684\u6307\u5bfc\u4e0b\u5c06\u957f\u65f6\u95f4\u5bfc\u822a\u4efb\u52a1\u5206\u89e3\u4e3a\u8bb8\u591a\u7b80\u5355\u7684\u5b50\u4efb\u52a1\uff0c\u4ece\u800c\u63d0\u9ad8\u4e86 agent \u5728\u5927\u73af\u5883\u4e0b\u7684\u6027\u80fd\u3002\u6b64\u5916\uff0c\u73b0\u6709\u7684\u591a\u667a\u80fd\u4f53\u89c4\u5212\u65b9\u6cd5\u8981\u4e48\u5047\u8bbe\u5468\u56f4\u73af\u5883\u7684\u5b8c\u5168\u4fe1\u606f\uff0c\u8981\u4e48\u5047\u8bbe\u90bb\u8fd1\u52a8\u6001\u667a\u80fd\u4f53\u7684\u540c\u8d28\u6027\uff0c\u8fd9\u5728\u5b9e\u8df5\u4e2d\u53ef\u80fd\u4e0d\u9002\u7528\u3002\u8be5\u65b9\u6cd5\u91c7\u7528\u57fa\u4e8e\u56fe\u50cf\u7684\u8868\u793a\u65b9\u6cd5\u5bf9\u52a8\u6001\u969c\u788d\u7269\u7684\u884c\u4e3a\u8fdb\u884c\u5efa\u6a21\uff0c\u5e76\u5728\u6ca1\u6709\u540c\u8d28\u6027\u5047\u8bbe\u7684\u6df7\u5408\u52a8\u6001\u73af\u5883\u4e2d\u8bad\u7ec3\u7b56\u7565\u3002\u4e3a\u4e86\u4fdd\u8bc1\u591a\u667a\u80fd\u4f53\u8bad\u7ec3\u7684\u7a33\u5b9a\u6027\u548c\u6027\u80fd\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u53ef\u4ee5\u65b9\u4fbf\u5730\u6269\u5c55\u5230\u5927\u578b\u590d\u6742\u73af\u5883\u4e2d\u7684\u8fdb\u5316\u8bad\u7ec3\u65b9\u6cd5\u3002\u5b9e\u9a8c\u8868\u660e\uff0c\u4e0e\u4f20\u7edf\u7684\u57fa\u4e8e\u53cd\u5e94\u7684\u89c4\u5212\u7a0b\u5e8f LRA * \u548c\u57fa\u4e8e\u6700\u65b0\u5b66\u4e60\u7684\u65b9\u6cd5\u76f8\u6bd4\uff0cMAPPER \u80fd\u591f\u5728\u9762\u5bf9\u5927\u91cf\u975e\u5408\u4f5c\u7684\u52a8\u6001\u969c\u788d\u65f6\u83b7\u5f97\u66f4\u9ad8\u7684\u6210\u529f\u7387\u548c\u66f4\u7a33\u5b9a\u7684\u6027\u80fd\u3002<\/span><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u68af\u5ea6\u4e00\u81f4\u6027:<\/strong><\/span><\/p>\n

      \u6709\u5411\u56fe\u4e0a\u7ebf\u6027\u6536\u655b\u7684<\/strong><\/span><\/p>\n

      \u5206\u5e03\u5f0f\u4f18\u5316\u7b97\u6cd5<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      Gradient-Consensus: Linearly Convergent Distributed Optimization Algorithm over Directed Graphs<\/span><\/h2>\n

      \u5730\u5740\uff1a<\/span><\/strong><\/h2>\n

      \n

      http:\/\/a<\/span>rxiv.org\/abs\/1909.10070<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      Vivek Khatana,Govind Saraswat,Sourav Patel,Murti V. Salapaka<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u5728\u8fd9\u7bc7\u6587\u7ae0\u4e2d\uff0c\u6211\u4eec\u4e3b\u8981\u7814\u7a76\u4e86\u4e00\u4e2a\u51f8\u76ee\u6807\u51fd\u6570\u7684\u548c f = \u2211 ni = 1fi \u7684\u591a\u4ee3\u7406\u6700\u4f73\u5316\u95ee\u9898\uff0c\u5176\u4e2d\uff0cfi \u5728 n \u4e2a\u4ee3\u7406\u7684\u7f51\u7edc\u4e2d\u53ea\u5bf9\u4ee3\u7406 i \u5c40\u90e8\u6709\u6548\u3002\u4ee3\u7406\u53ea\u4e0e\u901a\u8fc7\u7531\u6709\u5411\u56fe\u63a7\u5236\u7684\u6709\u5411\u8fb9\u8fde\u63a5\u7684\u90bb\u5c45\u901a\u4fe1\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u201c\u5148\u4f18\u5316\u540e\u4e00\u81f4\u201d\u7684\u6846\u67b6\u6765\u89e3\u8026\u5206\u5e03\u5f0f\u4f18\u5316\u7b97\u6cd5\u4e2d\u7684\u68af\u5ea6\u4e0b\u964d\u6b65\u9aa4\u548c\u4e00\u81f4\u6027\u6b65\u9aa4\u3002\u5229\u7528\u8fd9\u4e2a\u6846\u67b6\uff0c\u6211\u4eec\u5f00\u53d1\u4e86\u4e00\u4e2a\u65b0\u7684\u5206\u6563\u5f0f\u6f14\u7b97\u6cd5\u6765\u89e3\u51b3\u4e0a\u8ff0\u591a\u667a\u80fd\u4f53\u51f8\u6700\u4f73\u5316\u95ee\u9898\u3002\u5728\u8fd9\u79cd\u65b9\u6cd5\u4e2d\uff0c\u6bcf\u4e2a\u4ee3\u7406\u7ef4\u62a4\u4e00\u4e2a\u6700\u4f18\u89e3\u7684\u4f30\u8ba1\u3002\u5728\u7b97\u6cd5\u7684\u6bcf\u6b21\u8fed\u4ee3\u8fc7\u7a0b\u4e2d\uff0c\u4ee3\u7406\u4eba\u5229\u7528\u5c40\u90e8\u53ef\u7528\u7684\u68af\u5ea6\u4fe1\u606f\u548c\u6709\u9650\u65f6\u95f4\u8fd1\u4f3c\u4e00\u81f4\u6027\u534f\u8bae\u5411\u6700\u4f18\u89e3\u79fb\u52a8(\u56e0\u6b64\u79f0\u4e3a\u201c\u68af\u5ea6\u4e00\u81f4\u6027\u201d\u65b9\u6cd5)\u3002\u6211\u4eec\u8bc1\u660e\u4e86\u5f53\u805a\u5408\u51fd\u6570 f \u662f\u5f3a\u51f8\u5149\u6ed1\u7684\u65f6\u5019\uff0c\u8be5\u7b97\u6cd5\u6536\u655b\u4e8e\u4e00\u4e2a\u5168\u5c40\u7ebf\u6027\u7387\u3002\u6211\u4eec\u8fd8\u8bc1\u660e\uff0c\u5728 fi \u662f\u51f8\u7684\u548c\u5149\u6ed1\u7684\u677e\u5f1b\u5047\u8bbe\u4e0b\uff0c\u4e0e\u5148\u524d\u7684\u6280\u672f\u72b6\u6001\u76f8\u6bd4\uff0c\u8be5\u65b9\u6cd5\u5177\u6709\u7ebf\u6027\u6536\u655b\u901f\u5ea6(\u6309\u8fed\u4ee3\u6b21\u6570\u8ba1\u7b97) \uff0c\u76f4\u5230\u8fbe\u5230\u7ed9\u5b9a > 0\u7684\u6700\u4f18\u76ee\u6807\u51fd\u6570\u503c\u7684 o ()\u90bb\u57df\u3002\u636e\u6211\u4eec\u6240\u77e5\uff0c\u5728\u8fd9\u4e9b\u5047\u8bbe\u6761\u4ef6\u4e0b\uff0c\u8be5\u65b9\u6cd5\u7684\u6536\u655b\u901f\u5ea6\u4f18\u4e8e\u6587\u732e\u4e2d\u5df2\u77e5\u7684\u6700\u4f73\u901f\u5ea6\u4f30\u8ba1\u3002\u5e76\u901a\u8fc7\u6c42\u89e3\u4e24\u4e2a\u5206\u5e03\u5f0f\u4f18\u5316\u95ee\u9898\u5bf9\u7b97\u6cd5\u8fdb\u884c\u4e86\u6570\u503c\u8bc4\u4ef7\u3002\u7ed3\u679c\u8868\u660e\uff0c\u4e0e\u73b0\u6709\u7684\u5206\u5e03\u5f0f\u4f18\u5316\u7b97\u6cd5\u76f8\u6bd4\uff0c\u8be5\u7b97\u6cd5\u5177\u6709\u76f8\u4f3c\u7684\u7cbe\u5ea6\u89e3\uff0c\u51cf\u5c11\u4e86\u8ba1\u7b97\u5360\u7528\u7a7a\u95f4\u3002<\/span><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u559c\u6012\u65e0\u5e38\u7684\u5b66\u4e60\u8005—- \u89e3\u91ca<\/strong><\/span><\/p>\n

      \u5f3a\u5316\u5b66\u4e60\u4ee3\u7406\u4eba\u7684\u7ade\u4e89\u884c\u4e3a<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      Moody Learners — Explaining Competitive Behaviour of Reinforcement Learning Agents<\/span><\/h2>\n

      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/h2>\n

      \n

      http:\/\/arxiv.org\/abs\/2007.16045<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      Pablo Barros,Ana Tanevska,Francisco Cruz,Alessandra Sciutti<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u8bbe\u8ba1\u53c2\u4e0e\u7ade\u4e89\u6027\u4ea4\u4e92\u7684\u4eba\u5de5\u667a\u80fd\u4f53\u7684\u51b3\u7b56\u8fc7\u7a0b\u662f\u4e00\u9879\u5177\u6709\u6311\u6218\u6027\u7684\u4efb\u52a1\u3002\u5728\u7ade\u4e89\u73af\u5883\u4e2d\uff0c\u4ee3\u7406\u4e0d\u4ec5\u5177\u6709\u52a8\u6001\u73af\u5883\uff0c\u800c\u4e14\u76f4\u63a5\u53d7\u5230\u5bf9\u624b\u884c\u4e3a\u7684\u5f71\u54cd\u3002\u89c2\u5bdf\u667a\u80fd\u4f53\u7684 q \u503c\u901a\u5e38\u662f\u89e3\u91ca\u667a\u80fd\u4f53\u884c\u4e3a\u7684\u4e00\u79cd\u65b9\u5f0f\uff0c\u7136\u800c\uff0c\u5e76\u4e0d\u80fd\u663e\u793a\u6240\u9009\u884c\u4e3a\u4e4b\u95f4\u7684\u65f6\u95f4\u5173\u7cfb\u3002\u6211\u4eec\u901a\u8fc7\u63d0\u51fa emph { Moody \u6846\u67b6}\u6765\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u3002\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u7ade\u4e89\u6027\u591a\u4eba\u53a8\u5e08\u5e3d\u5361\u724c\u6e38\u620f\u8fdb\u884c\u4e00\u7cfb\u5217\u5b9e\u9a8c\u6765\u8bc4\u4f30\u6211\u4eec\u7684\u6a21\u578b\uff0c\u5e76\u8ba8\u8bba\u6211\u4eec\u7684\u6a21\u578b\u5982\u4f55\u5141\u8bb8\u4ee3\u7406\u4eba\u83b7\u5f97\u6e38\u620f\u4e2d\u7ade\u4e89\u52a8\u6001\u7684\u6574\u4f53\u8868\u793a\u3002<\/span><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u51f8\u9012\u51cf\u7b97\u6cd5: <\/strong><\/span><\/p>\n

      \u5206\u5e03\u5f0f\u7efc\u5408\u4e0e\u9ad8\u7ef4\u6709\u9650\u65f6\u95f4\u7ec8\u6b62<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      Convex Decreasing Algorithms: Distributed Synthesis and Finite-time Termination in Higher Dimension<\/span><\/h2>\n

      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/h2>\n

      \n

      http:\/\/arxiv.org\/abs\/2007.13050<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      James Melbourne,Govind Saraswat,Vivek Khatana,Sourav Patel,Murti V. Salapaka<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981<\/span><\/strong>\uff1a<\/span><\/strong>\u672c\u6587\u4ecb\u7ecd\u4e86\u5206\u5e03\u5f0f\u7b97\u6cd5\u7684\u4e00\u822c\u6570\u5b66\u6846\u67b6\uff0c\u4ee5\u53ca\u5e94\u7528\u4e2d\u7ecf\u5e38\u6ee1\u8db3\u7684\u5355\u8c03\u6027\u8d28\u3002\u5229\u7528\u8fd9\u4e9b\u5c5e\u6027\u53ef\u4ee5\u4e3a\u6536\u655b\u7b97\u6cd5\u63d0\u4f9b\u6709\u9650\u65f6\u95f4\u4fdd\u8bc1\uff0c\u8fd9\u4e9b\u7b97\u6cd5\u9002\u5408\u5728\u6ca1\u6709\u4e2d\u592e\u6743\u5a01\u7684\u60c5\u51b5\u4e0b\u4f7f\u7528\u3002\u4e00\u4e2a\u4e3b\u8981\u7684\u5e94\u7528\u662f\u9ad8\u7ef4\u7684\u4e00\u81f4\u6027\u7b97\u6cd5\u3002\u8fd9\u4e9b\u8ffd\u6c42\u6fc0\u53d1\u4e86\u4e00\u4e2a\u65b0\u7684\u70b9\u5bf9\u70b9\u51f8\u5305\u7b97\u6cd5\uff0c\u6211\u4eec\u6f14\u793a\u4e86\u4e00\u4e2a\u5b9e\u4f8b\u5316\u7684\u7406\u8bba\u63cf\u8ff0\u3002\u9488\u5bf9\u51f8\u96c6\u7684\u591a\u6837\u6027\u4ee5\u53ca\u5728\u9ad8\u7ef4\u7a7a\u95f4\u4e2d\u77e5\u9053\u8fd9\u4e9b\u96c6\u5408\u53ef\u80fd\u4ea7\u751f\u7684\u8ba1\u7b97\u548c\u901a\u4fe1\u4ee3\u4ef7\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u8f7b\u91cf\u8303\u6570\u7684\u505c\u6b62\u51c6\u5219\u3002\u66f4\u660e\u786e\u5730\u8bf4\uff0c\u6211\u4eec\u7ed9\u51fa\u4e86\u4e00\u4e2a\u5728\u6709\u9650\u65f6\u95f4\u5185\u7ec8\u6b62\u7684\u5206\u6563\u5f0f\u6f14\u7b97\u6cd5\uff0c\u5b83\u9002\u7528\u4e8e\u9ad8\u7ef4\u7684\u4e00\u81f4\u6027\u95ee\u9898\uff0c\u5e76\u4fdd\u8bc1\u4e86\u4e00\u81f4\u6027\u7b97\u6cd5\u5728\u8303\u6570\u5185\u7684\u6536\u655b\u6027\uff0c\u5728\u4efb\u610f\u7ed9\u5b9a\u7684\u5bb9\u5dee\u8303\u56f4\u5185\u3002\u7ed9\u51fa\u4e86\u4e00\u81f4\u6700\u5c0f\u4e8c\u4e58\u4f30\u8ba1\u548c\u5206\u5e03\u5f0f\u51fd\u6570\u786e\u5b9a\u7684\u5e94\u7528\u3002\u901a\u8fc7 MATLAB \u4eff\u771f\uff0c\u8bf4\u660e\u4e86\u8be5\u7b97\u6cd5\u7684\u5b9e\u7528\u6027\u3002<\/span><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u57fa\u4e8e\u795e\u7ecf\u7ed3\u6784\u641c\u7d22\u7684\u8054\u90a6\u6df1\u5ea6\u5b66\u4e60<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      FedNAS: Federated Deep Learning via Neural Architecture Search<\/span><\/h2>\n

      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/h2>\n

      \n

      http:\/\/arxiv.org\/abs\/2004.08546<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      Chaoyang He,Murali Annavaram,Salman Avestimehr<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u8054\u90a6\u5b66\u4e60(FL)\u5df2\u88ab\u8bc1\u660e\u662f\u4e00\u79cd\u6709\u6548\u7684\u5b66\u4e60\u6846\u67b6\uff0c\u5f53\u6570\u636e\u7531\u4e8e\u9690\u79c1\u3001\u901a\u4fe1\u6210\u672c\u548c\u76d1\u7ba1\u9650\u5236\u800c\u4e0d\u80fd\u96c6\u4e2d\u65f6\u3002\u5728\u5916\u8bed\u73af\u5883\u4e0b\u8bad\u7ec3\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u65f6\uff0c\u4eba\u4eec\u4f7f\u7528\u5728\u96c6\u4e2d\u5f0f\u73af\u5883\u4e2d\u53d1\u73b0\u7684\u9884\u5b9a\u4e49\u6a21\u578b\u4f53\u7cfb\u7ed3\u6784\u3002\u4f46\u662f\uff0c\u8fd9\u79cd\u9884\u5b9a\u4e49\u7684\u4f53\u7cfb\u7ed3\u6784\u53ef\u80fd\u4e0d\u662f\u6700\u4f73\u9009\u62e9\uff0c\u56e0\u4e3a\u5b83\u53ef\u80fd\u4e0d\u9002\u5408\u5177\u6709\u4e0d\u540c\u548c\u72ec\u7acb\u5206\u5e03(non-IID)\u7684\u6570\u636e\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u63d0\u5021\u81ea\u52a8\u5316\u8054\u90a6\u5b66\u4e60(AutoFL) \uff0c\u4ee5\u63d0\u9ad8\u6a21\u578b\u7684\u51c6\u786e\u6027\u5e76\u51cf\u5c11\u624b\u5de5\u8bbe\u8ba1\u5de5\u4f5c\u3002\u6211\u4eec\u901a\u8fc7\u795e\u7ecf\u7ed3\u6784\u641c\u7d22(NAS)\u6765\u4e13\u95e8\u7814\u7a76\u81ea\u52a8\u8fd0\u884c\u7684\u81ea\u52a8\u8fd0\u884c\u6a21\u5f0f\uff0c\u5b83\u53ef\u4ee5\u81ea\u52a8\u5316\u8bbe\u8ba1\u8fc7\u7a0b\u3002\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u8054\u90a6 NAS (fedinas)\u7b97\u6cd5\uff0c\u5e2e\u52a9\u5206\u6563\u7684\u5de5\u4f5c\u4eba\u5458\u534f\u4f5c\u641c\u7d22\u66f4\u597d\u7684\u4f53\u7cfb\u7ed3\u6784\u548c\u66f4\u9ad8\u7684\u51c6\u786e\u6027\u3002\u6211\u4eec\u8fd8\u6784\u5efa\u4e86\u4e00\u4e2a\u57fa\u4e8e fedinas \u7684\u7cfb\u7edf\u3002\u6211\u4eec\u5728\u975e iid \u6570\u636e\u96c6\u4e0a\u7684\u5b9e\u9a8c\u8868\u660e\uff0cfedina \u641c\u7d22\u7684\u4f53\u7cfb\u7ed3\u6784\u80fd\u591f\u80dc\u8fc7\u624b\u5de5\u9884\u5b9a\u4e49\u7684\u4f53\u7cfb\u7ed3\u6784\u3002<\/span><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u7fa4\u673a\u5668\u4eba\u7cfb\u7edf\u4e2d<\/strong><\/span><\/p>\n

      \u707e\u5bb3\u54cd\u5e94\u7684\u5206\u6563\u52a8\u6001\u4efb\u52a1\u5206\u914d<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      Decentralized Dynamic Task Allocation in Swarm Robotic Systems for Disaster Response<\/span><\/h2>\n

      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/h2>\n

      \n

      http:\/\/arxiv.org\/abs\/1907.04394<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      Payam Ghassemi,David DePauw,Souma Chowdhury<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u591a\u4e2a\u673a\u5668\u4eba\u7cfb\u7edf\u534f\u540c\u5de5\u4f5c\uff0c\u53ef\u4ee5\u4e3a\u4e0d\u540c\u7684\u73b0\u5b9e\u5e94\u7528(\u5982\u707e\u96be\u54cd\u5e94)\u63d0\u4f9b\u91cd\u8981\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u5176\u4e2d\u4efb\u52a1\u5206\u914d\u95ee\u9898\u5c24\u4e3a\u7a81\u51fa\u3002\u73b0\u6709\u7684\u5206\u6563\u591a\u673a\u5668\u4eba\u4efb\u52a1\u5206\u914d(MRTA)\u65b9\u6cd5\u5f88\u5c11\u80fd\u540c\u65f6\u63d0\u4f9b\u4ee5\u4e0b\u529f\u80fd: \u8003\u8651\u4efb\u52a1\u622a\u6b62\u671f\u9650\u3001\u673a\u5668\u4eba\u8303\u56f4\u548c\u4efb\u52a1\u5b8c\u6210\u80fd\u529b\u9650\u5236\u4ee5\u53ca\u5141\u8bb8\u5728\u52a8\u6001\u4efb\u52a1\u7a7a\u95f4\u4e0b\u8fdb\u884c\u5f02\u6b65\u51b3\u7b56\u3002\u4e3a\u4e86\u63d0\u4f9b\u8fd9\u4e9b\u80fd\u529b\uff0c\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u9896\u7684\u4e8c\u90e8\u56fe\u6784\u9020\u548c\u5339\u914d\u7684\u8ba1\u7b97\u6548\u7387\u7b97\u6cd5\u3002\u5728\u591a\u65e0\u4eba\u673a\u6d2a\u6c34\u54cd\u5e94\u5e94\u7528\u4e2d\u5bf9\u5176\u6027\u80fd\u8fdb\u884c\u4e86\u6d4b\u8bd5\u3002<\/span><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u6df7\u5408\u7c92\u5ea6\u63a7\u5236<\/strong><\/span><\/p>\n

      \u5728\u591a\u673a\u5668\u4eba\u4ea4\u4e92\u4e2d\u7684\u5e94\u7528<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      Improving Human Performance Using Mixed Granularity of Control in Multi-Human Multi-Robot Interaction<\/span><\/h2>\n

      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/h2>\n

      \n

      http:\/\/arxiv.org\/abs\/1909.07487<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      Jayam Patel,Carlo Pinciroli<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u7531\u4e8e\u6f5c\u5728\u7684\u5927\u91cf\u7684\u5355\u4f4d\u53c2\u4e0e\uff0c\u4e0e\u591a\u673a\u5668\u4eba\u7cfb\u7edf\u7684\u4e92\u52a8\u53ef\u80fd\u4f1a\u8d85\u8fc7\u4efb\u4f55\u4e2a\u4eba\u64cd\u4f5c\u5458\u7684\u7406\u89e3\u8de8\u5ea6\u7684\u9650\u5236\u3002\u5728\u4ee5\u524d\u7684\u5de5\u4f5c\u4e2d\uff0c\u6211\u4eec\u7814\u7a76\u4e86\u5982\u4f55\u901a\u8fc7\u5728\u9762\u5411\u73af\u5883\u548c\u9762\u5411\u673a\u5668\u4eba\u4e24\u79cd\u6a21\u5f0f\u4e0b\u4e0e\u673a\u5668\u4eba\u4ea4\u4e92\u6765\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u7814\u7a76\u5982\u4f55\u5c06\u8fd9\u4e00\u6982\u5ff5\u5e94\u7528\u5230\u591a\u4e2a\u64cd\u4f5c\u5458\u5728\u591a\u673a\u5668\u4eba\u7cfb\u7edf\u4e0a\u6267\u884c\u76d1\u5bdf\u64cd\u4f5c\u7684\u60c5\u51b5\u3002\u867d\u7136\u989d\u5916\u7684\u64cd\u4f5c\u5458\u7684\u5b58\u5728\u8868\u660e\u53ef\u4ee5\u5b8c\u6210\u66f4\u590d\u6742\u7684\u4efb\u52a1\uff0c\u4f46\u662f\u5173\u4e8e\u5982\u4f55\u6709\u6548\u5730\u5b8c\u6210\u8fd9\u4e9b\u4efb\u52a1\u7684\u7814\u7a76\u5f88\u5c11\u3002\u7279\u522b\u662f\uff0c\u51fa\u73b0\u4e86\u4e00\u4e2a\u6311\u6218\u2014\u2014\u7531\u4e8e\u7f3a\u4e4f\u5bf9\u4efb\u52a1\u7684\u53c2\u4e0e\u3001\u5bf9\u5176\u72b6\u6001\u7684\u4e86\u89e3\u4ee5\u53ca\u5bf9\u7cfb\u7edf\u548c\u5176\u4ed6\u64cd\u4f5c\u5458\u7684\u4fe1\u4efb\u800c\u5bfc\u81f4\u7684\u5916\u73af\u6027\u80fd\u95ee\u9898\u3002\u901a\u8fc7\u5bf928\u540d\u64cd\u4f5c\u5458\u548c8\u540d\u5b9e\u9645\u673a\u5668\u4eba\u7684\u7528\u6237\u7814\u7a76\uff0c\u7814\u7a76\u4e86\u591a\u4eba\u591a\u673a\u5668\u4eba\u4ea4\u4e92\u4e2d\u6df7\u5408\u7c92\u5ea6\u7684\u6982\u5ff5\u5bf9\u7528\u6237\u53c2\u4e0e\u3001\u611f\u77e5\u548c\u4fe1\u4efb\u7684\u5f71\u54cd\uff0c\u540c\u65f6\u5e73\u8861\u4e86\u591a\u4e2a\u64cd\u4f5c\u5458\u4e4b\u95f4\u7684\u5de5\u4f5c\u8d1f\u8f7d\u3002<\/span><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u57fa\u4e8e\u6700\u5927\u71b5\u9006<\/strong><\/span><\/p>\n

      \u5f3a\u5316\u5b66\u4e60\u7684\u9006\u52a8\u6001\u535a\u5f08<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      Inverse Dynamic Games Based on Maximum Entropy Inverse Reinforcement Learning<\/span><\/h2>\n

      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/h2>\n

      \n

      http:\/\/arxiv.org\/abs\/1911.07503<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      Jairo Inga,Esther Bischoff,Florian K\u00f6pf,S\u00f6ren Hohmann<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u6211\u4eec\u8003\u8651\u52a8\u6001\u535a\u5f08\u7684\u53cd\u95ee\u9898\uff0c\u5176\u4e2d\u5bfb\u627e\u8d39\u7528\u51fd\u6570\u53c2\u6570\u6765\u89e3\u91ca\u89c2\u5bdf\u5230\u7684\u76f8\u4e92\u4f5c\u7528\u7684\u53c2\u4e0e\u8005\u7684\u884c\u4e3a\u3002\u5c06\u6700\u5927\u71b5\u9006\u5f3a\u5316\u5b66\u4e60\u63a8\u5e7f\u5230 n \u53c2\u4e0e\u4eba\u60c5\u5f62\uff0c\u4ee5\u6c42\u89e3\u5177\u6709\u8fde\u7eed\u503c\u72b6\u6001\u548c\u63a7\u5236\u7a7a\u95f4\u7684\u9006\u52a8\u6001\u5bf9\u7b56\u3002\u6211\u4eec\u63d0\u51fa\u4e86\u4ece\u89c2\u6d4b\u6570\u636e\u4e2d\u8fa8\u8bc6\u6210\u672c\u51fd\u6570\u53c2\u6570\u7684\u65b9\u6cd5\uff0c\u8fd9\u4e9b\u6570\u636e\u5bf9\u5e94\u4e8e(i)\u4e00\u4e2a Pareto \u6709\u6548\u89e3\uff0c(ii)\u4e00\u4e2a\u5f00\u73af\u7eb3\u4ec0\u5747\u8861\u70b9\u6216(iii)\u4e00\u4e2a\u53cd\u9988\u7eb3\u4ec0\u5747\u8861\u70b9\u3002\u8fdb\u4e00\u6b65\uff0c\u6211\u4eec\u7ed9\u51fa\u4e86\u6bcf\u4e00\u7c7b\u53cd\u52a8\u6001\u535a\u5f08\u6210\u672c\u51fd\u6570\u53c2\u6570\u4f30\u8ba1\u7684\u65e0\u504f\u6027\u7ed3\u679c\u3002\u901a\u8fc7\u4e00\u4e2a\u975e\u7ebf\u6027\u52a8\u6001\u535a\u5f08\u548c\u4e00\u4e2a\u7ebf\u6027-\u4e8c\u6b21\u52a8\u6001\u535a\u5f08\u7684\u4eff\u771f\u5b9e\u4f8b\uff0c\u9a8c\u8bc1\u4e86\u8be5\u65b9\u6cd5\u7684\u9002\u7528\u6027\u3002<\/span><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u6295\u7968\u534f\u8bae\u4e2d\u7684\u81ea\u7136\u6218\u7565\u80fd\u529b<\/strong><\/span><\/p>\n

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


      <\/h2>\n

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      Natural Strategic Abilities in Voting Protocols<\/span><\/h2>\n

      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/h2>\n

      \n

      http:\/\/arxiv.org\/abs\/2007.12424<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      Wojciech Jamroga,Damian Kurpiewski,Vadim Malvone<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u5b89\u5168\u7279\u6027\u901a\u5e38\u96c6\u4e2d\u5728\u7cfb\u7edf\u7684\u6280\u672f\u65b9\u9762\u3002\u4e00\u79cd\u9690\u5f0f\u5047\u8bbe\u662f\uff0c\u7528\u6237\u5c06\u4ee5\u6b63\u786e\u7684\u65b9\u5f0f\u884c\u4e8b\uff0c\u4ee5\u4fdd\u62a4\u624b\u5934\u7684\u5c5e\u6027\u3002\u5728\u73b0\u5b9e\u751f\u6d3b\u4e2d\uff0c\u8fd9\u4e0d\u662f\u7406\u6240\u5f53\u7136\u7684\u3002\u7279\u522b\u662f\uff0c\u96be\u4ee5\u4f7f\u7528\u4e14\u4ee3\u4ef7\u9ad8\u6602\u7684\u5b89\u5168\u673a\u5236\u5e38\u5e38\u88ab\u7528\u6237\u5ffd\u7565\uff0c\u5e76\u4e14\u4e0d\u80fd\u771f\u6b63\u4fdd\u62a4\u7cfb\u7edf\u514d\u53d7\u53ef\u80fd\u7684\u653b\u51fb\u3002\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u57fa\u4e8e\u7528\u6237\u6218\u7565\u884c\u4e3a\u7684\u590d\u6742\u6027\u7684\u5206\u7ea7\u5b89\u5168\u6982\u5ff5\u3002\u66f4\u786e\u5207\u5730\u8bf4\uff0c\u6211\u4eec\u5efa\u8bae\uff0c\u5b89\u5168\u5c5e\u6027\u6ee1\u8db3\u7684\u7ea7\u522b\u53ef\u4ee5\u6839\u636e\u4ee5\u4e0b\u4e24\u4e2a\u65b9\u9762\u6765\u5b9a\u4e49: (a)\u9009\u6c11\u4e3a\u4f7f\u4e4b\u6210\u4e3a\u73b0\u5b9e\u800c\u9700\u8981\u6267\u884c\u7684\u7b56\u7565\u7684\u590d\u6742\u6027\uff0c\u4ee5\u53ca(b)\u7528\u6237\u5728\u6267\u884c\u8fc7\u7a0b\u4e2d\u5fc5\u987b\u4f7f\u7528\u7684\u8d44\u6e90\u3002\u8d8a\u7b80\u5355\uff0c\u8d8a\u4fbf\u5b9c\uff0c\u5b89\u5168\u7a0b\u5ea6\u8d8a\u9ad8\u3002\u6211\u4eec\u5728\u4e00\u4e2a\u57fa\u4e8e\u7535\u5b50\u6295\u7968\u573a\u666f\u7684\u6848\u4f8b\u7814\u7a76\u4e2d\u6f14\u793a\u4e86\u8fd9\u4e2a\u60f3\u6cd5\u7684\u5de5\u4f5c\u539f\u7406\u3002\u4e3a\u6b64\uff0c\u6211\u4eec\u5efa\u6a21 vVote \u5b9e\u65bd Pret \u6295\u7968\u534f\u8bae\uff0c\u7528\u4e8e\u62b5\u5236\u80c1\u8feb\u548c\u9009\u6c11\u53ef\u9a8c\u8bc1\u7684\u9009\u4e3e\u3002\u7136\u540e\uff0c\u6211\u4eec\u786e\u5b9a\u201c\u81ea\u7136\u201d\u7684\u7b56\u7565\uff0c\u4e3a\u9009\u6c11\u83b7\u5f97\u65e0\u63a5\u6536\uff0c\u5e76\u8861\u91cf\u9009\u6c11\u7684\u52aa\u529b\uff0c\u4ed6\u4eec\u9700\u8981\u3002\u6211\u4eec\u4e5f\u4f1a\u770b\u5230\u5f3a\u5236\u8005\u901a\u8fc7\u968f\u673a\u5316\u653b\u51fb\u6765\u7834\u574f\u9009\u4e3e\u662f\u591a\u4e48\u7684\u56f0\u96be\u3002<\/span><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u56de\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u95e8\u63a7\u7406\u8bba<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      Theory of gating in recurrent neural networks<\/span><\/h2>\n

      \u5730\u5740\uff1a<\/span><\/strong>
      <\/span><\/h2>\n

      \n

      http:\/\/arxiv.org\/abs\/2007.14823<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      Kamesh Krishnamurthy,Tankut Can,David J. Schwab<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>RNNs \u662f\u6d41\u884c\u7684\u52a8\u529b\u5b66\u6a21\u578b\uff0c\u7528\u4e8e\u5904\u7406\u5e8f\u5217\u6570\u636e\u3002\u4ee5\u524d\u7406\u89e3 RNNs \u7279\u6027\u7684\u7406\u8bba\u5de5\u4f5c\u4e3b\u8981\u96c6\u4e2d\u5728\u5177\u6709\u9644\u52a0\u76f8\u4e92\u4f5c\u7528\u7684\u6a21\u578b\u4e0a\uff0c\u5176\u4e2d\u4e00\u4e2a\u5355\u4f4d\u7684\u8f93\u5165\u662f\u7f51\u7edc\u4e2d\u5269\u4f59\u5355\u4f4d\u8f93\u51fa\u7684\u52a0\u6743\u548c\u3002\u7136\u800c\uff0c\u6709\u5145\u5206\u7684\u8bc1\u636e\u8868\u660e\uff0c\u795e\u7ecf\u5143\u53ef\u4ee5\u6709\u95e8\u63a7-\u5373\u4e58\u6cd5-\u76f8\u4e92\u4f5c\u7528\u3002\u8fd9\u79cd\u95e8\u63a7\u76f8\u4e92\u4f5c\u7528\u5bf9\u7f51\u7edc\u7684\u96c6\u4f53\u52a8\u529b\u5b66\u6709\u7740\u91cd\u8981\u7684\u5f71\u54cd\u3002\u6b64\u5916\uff0c\u5728\u673a\u5668\u5b66\u4e60\u4e2d\u8868\u73b0\u6700\u597d\u7684 RNNs \u5177\u6709\u95e8\u63a7\u4ea4\u4e92\u4f5c\u7528\u3002\u56e0\u6b64\uff0c\u9650\u5236\u4ea4\u4e92\u6709\u5229\u4e8e\u4fe1\u606f\u5904\u7406\u548c\u5b66\u4e60\u4efb\u52a1\u3002\u6211\u4eec\u53d1\u5c55\u4e86\u4e00\u4e2a\u52a8\u6001\u5e73\u5747\u573a\u7406\u8bba(DMFT)\u7684\u95e8\uff0c\u4ee5\u4e86\u89e3\u52a8\u6001\u5236\u5ea6\u6240\u4ea7\u751f\u7684\u95e8\u3002\u6211\u4eec\u7684\u95e8\u63a7 RNN \u5728\u4e00\u5b9a\u8303\u56f4\u5185\u9000\u5316\u4e3a\u7ecf\u5178\u7684 RNN\uff0c\u5e76\u4e14\u4e0e\u673a\u5668\u5b66\u4e60\u4e2d\u5e38\u7528\u7684\u95e8\u63a7\u6a21\u578b\u5bc6\u5207\u76f8\u5173\u3002\u6211\u4eec\u4f7f\u7528\u968f\u673a\u77e9\u9635\u7406\u8bba(RMT)\u6765\u89e3\u6790\u8868\u5f81\u96c5\u53ef\u6bd4\u7684\u9891\u8c31\uff0c\u5e76\u8bf4\u660e\u95e8\u662f\u5982\u4f55\u4ea7\u751f\u6162\u6a21\u548c\u8fb9\u754c\u7a33\u5b9a\u7684\u3002\u56e0\u6b64\uff0c\u95e8\u63a7\u662f\u4e00\u4e2a\u6f5c\u5728\u7684\u673a\u5236\uff0c\u4ee5\u5b9e\u73b0\u8ba1\u7b97\u6d89\u53ca\u7ebf\u5438\u5f15\u5b50\u52a8\u529b\u5b66\u3002\u5229\u7528\u95e8\u63a7\u7f51\u7edc\u7684 Lyapunov \u8c31\u7814\u7a76\u4e86\u95e8\u63a7\u7f51\u7edc\u7684\u957f\u65f6\u95f4\u884c\u4e3a\uff0c\u5e76\u5229\u7528 DMFT \u5bf9\u6700\u5927\u674e\u4e9a\u666e\u8bfa\u592b\u6307\u6570\u8fdb\u884c\u4e86\u5206\u6790\u9884\u6d4b\u3002\u6211\u4eec\u8fd8\u8bc1\u660e\u4e86\u95f8\u95e8\u5f15\u8d77\u4e86\u4e00\u4e2a\u65b0\u7684\u3001\u4e0d\u8fde\u7eed\u7684\u5411\u6df7\u6c8c\u7684\u8fc7\u6e21\uff0c\u5176\u4e2d\u4e34\u754c\u70b9\u7684\u6269\u6563\u4e0e\u6df7\u6c8c\u52a8\u529b\u5b66\u7684\u51fa\u73b0\u662f\u89e3\u8026\u7684\uff0c\u8fd9\u79cd\u6df7\u6c8c\u72b6\u6001\u7684\u6027\u8d28\u88ab\u8be6\u7ec6\u63cf\u8ff0\u4e86\u3002\u5229\u7528 DMFT \u548c RMT \u7ed8\u5236\u4e86\u95e8\u63a7 RNN \u7684\u76f8\u56fe\u3002\u6700\u540e\uff0c\u6211\u4eec\u5229\u7528\u4f34\u968f\u7075\u654f\u5ea6\u6846\u67b6\u6765\u8bbe\u8ba1\u68af\u5ea6\u7684 DMFT\u3002\u8fd9\u91cc\u53d1\u5c55\u7684\u7406\u8bba\u9610\u660e\u4e86\u63a7\u5236\u76f8\u4e92\u4f5c\u7528\u4ea7\u751f\u7684\u4e30\u5bcc\u7684\u52a8\u6001\u884c\u4e3a\uff0c\u5e76\u5bf9\u5efa\u7b51\u9009\u62e9\u548c\u5b66\u4e60\u52a8\u6001\u6709\u5f71\u54cd\u3002<\/span><\/p>\n<\/h2>\n


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


      <\/p>\n

      \n
      \n
      <\/p>\n

      \u57fa\u4e8e BDI \u7684\u6821\u56ed\u90ae\u4ef6\u4f20\u9012<\/strong><\/span><\/p>\n

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

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

      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/h2>\n

      Toward Campus Mail Delivery Using BDI<\/span><\/h2>\n

      \u5730\u5740<\/span><\/strong>\uff1a<\/span><\/strong>
      <\/span><\/h2>\n

      \n

      http:\/\/arxiv.org\/abs\/2007.16089<\/span><\/p>\n

      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

      Chidiebere Onyedinma,Patrick Gavigan,Babak Esfandiari<\/span><\/p>\n


      <\/p>\n

      \u6458\u8981\uff1a<\/span><\/strong>\u91c7\u7528\u4fe1\u5ff5-\u6b32\u671b-\u610f\u56fe(BDI)\u4f53\u7cfb\u7ed3\u6784\u5f00\u53d1\u7684\u81ea\u6cbb\u7cfb\u7edf\u901a\u5e38\u90fd\u662f\u5728\u6a21\u62df\u73af\u5883\u4e2d\u5b9e\u73b0\u7684\u3002\u5728\u8fd9\u4e2a\u9879\u76ee\u4e2d\uff0c\u6211\u4eec\u8bd5\u56fe\u5efa\u7acb\u4e00\u4e2a BDI \u4ee3\u7406\uff0c\u7528\u4e8e\u73b0\u5b9e\u4e16\u754c\u4e2d\u7684\u6821\u56ed\u90ae\u4ef6\u6295\u9012\u5728\u5361\u5c14\u987f\u5927\u5b66\u7684\u96a7\u9053\u7cfb\u7edf\u3002\u7406\u60f3\u60c5\u51b5\u4e0b\uff0c\u673a\u5668\u4eba\u5e94\u8be5\u901a\u8fc7\u79fb\u52a8\u5e94\u7528\u7a0b\u5e8f\u63a5\u6536\u9001\u8d27\u8ba2\u5355\uff0c\u5728\u8f66\u7ad9\u6536\u53d6\u90ae\u4ef6\uff0c\u5728\u96a7\u9053\u4e2d\u5bfc\u822a\u5230\u8fbe\u76ee\u7684\u5730\u8f66\u7ad9\uff0c\u5e76\u901a\u77e5\u6536\u4ef6\u4eba\u3002\u6211\u4eec\u5c06\u673a\u5668\u4eba\u64cd\u4f5c\u7cfb\u7edf(ROS)\u4e0e BDI \u63a8\u7406\u7cfb\u7edf\u8054\u7cfb\u8d77\u6765\uff0c\u4ee5\u5b9e\u73b0\u6240\u9700\u7528\u4f8b\u7684\u5b50\u96c6\u3002ROS \u5904\u7406\u5e95\u5c42\u7684\u611f\u77e5\u548c\u6267\u884c\uff0cBDI \u63a8\u7406\u7cfb\u7edf\u5904\u7406\u9ad8\u5c42\u7684\u63a8\u7406\u548c\u51b3\u7b56\u3002\u611f\u5b98\u6570\u636e\u88ab\u7f16\u6392\u597d\uff0c\u5e76\u4f5c\u4e3a\u77e5\u89c9\u4ece ROS \u53d1\u9001\u5230\u63a8\u7406\u7cfb\u7edf\u3002\u8fd9\u4e9b\u611f\u77e5\u7136\u540e\u88ab\u4ed4\u7ec6\u8003\u8651\uff0c\u5e76\u4e14\u4e00\u4e2a\u52a8\u4f5c\u5b57\u7b26\u4e32\u88ab\u53d1\u9001\u56de ROS \u6765\u89e3\u91ca\u548c\u9a71\u52a8\u6267\u884c\u52a8\u4f5c\u6240\u9700\u7684\u6267\u884c\u5668\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u4ecb\u7ecd\u4e86\u6211\u4eec\u5f53\u524d\u7684\u5b9e\u73b0\uff0c\u5b83\u5173\u95ed\u4e86\u786c\u4ef6\u548c\u8f6f\u4ef6\u96c6\u6210\u7684\u5faa\u73af\uff0c\u5e76\u5b9e\u73b0\u4e86\u5b8c\u6574\u7cfb\u7edf\u6240\u9700\u7684\u7528\u4f8b\u5b50\u96c6\u3002<\/span><\/p>\n


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

      \n
      \n
      \n
      \u6765\u6e90\uff1a\u96c6\u667a\u6591\u56fe<\/section>\n
      \u7f16\u8f91\uff1a\u738b\u5efa\u840d<\/section>\n<\/section>\n<\/blockquote>\n
      \n
      \n
      \n
      \n
      \n
      <\/p>\n
      \n
      \n
      \n


      <\/p>\n


      <\/p>\n

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

      \u590d\u6742\u7cfb\u7edf\u524d\u6cbf\u6587\u732e\u4ea4\u6d41\u7fa4<\/strong><\/span><\/p>\n

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


      <\/p>\n

      \u5982\u679c\u4f60\u7ecf\u5e38\u5173\u6ce8\u590d\u6742\u7cfb\u7edf\u548c\u8de8\u5b66\u79d1\u7814\u7a76\u8fdb\u5c55\uff0c\u662f\u7f51\u7edc\u8bba\u6587\u901f\u9012\u680f\u76ee\u7684\u957f\u671f\u8bfb\u8005\uff0c<\/span>\u6b22\u8fce\u626b\u63cf\u96c6\u667a\u5c0f\u52a9\u624b\uff0c\u5411\u6211\u4eec\u53cd\u9988\u4f60\u7684\u9700\u6c42<\/strong>\u3002<\/span>\u6b22\u8fce\u63d0\u51fa\u5b9d\u8d35\u610f\u89c1\uff0c\u6211\u4eec\u4e00\u8d77\u6765\u63a2\u7d22\u8ffd\u8e2a\u524d\u6cbf\u8fdb\u5c55\u7684\u66f4\u597d\u65b9\u5f0f\u3002<\/span><\/p>\n


      <\/p>\n

      \u53c2\u4e0e\u8bba\u6587\u901f\u9012\u7528\u6237\u8c03\u7814\u540e\uff0c\u6211\u4eec\u5c06\u9080\u8bf7\u4f60\u52a0\u5165\u96c6\u667a\u7684\u79d1\u7814\u6587\u732e\u4ea4\u6d41\u7fa4<\/strong>\u3002<\/span><\/p>\n


      <\/section>\n
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      \u8fd1\u671f\u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u9012<\/strong><\/span><\/strong><\/p>\n

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


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

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

      \u5bf9\u6bd4\u7f51\u7edc\u5206\u6790\u7684\u53ef\u89c6\u5316\u6846\u67b6 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901228\u7bc7<\/span><\/strong><\/a>
      <\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

      \u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u6c14\u5019\u6570\u636e\u65f6\u7a7a\u9884\u6d4b\u65b0\u6846\u67b6 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901221\u7bc7<\/a><\/strong><\/p>\n

      \u57ce\u5e02\u7ed3\u6784\u5bf9\u65b0\u51a0\u80ba\u708e\u8513\u5ef6\u7684\u5f71\u54cd | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901217\u7bc7<\/strong><\/a>
      <\/p>\n

      \u5728\u5f15\u6587\u7f51\u7edc\u4e2d\u53d1\u73b0\u79d1\u5b66\u5171\u540c\u4f53: \u8d8b\u540c\u805a\u7c7b | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901217\u7bc7<\/strong><\/a>
      <\/p>\n

      \u57fa\u4e8e\u73af\u5883\u566a\u58f0\u7684\u7f51\u7edc\u91cd\u6784 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901218\u7bc7<\/span><\/strong><\/a>
      <\/p>\n

      \u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/section>\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<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h2>\n

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

      \n
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      <\/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


      <\/p>\n

      \ud83d\udc47\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u4e86\u89e3\u66f4\u591a\u6700\u65b0arxiv\u8bba\u6587<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h2><\/div>\n","protected":false},"excerpt":{"rendered":"

      \u96c6\u667a\u6591\u56fe\u6700\u65b0\u8bba\u6587\u680f\u76ee\uff0c\u5173\u6ce8\u590d\u6742\u7cfb\u7edf\u3001\u7f51\u7edc\u79d1\u5b66\u3001\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u3001\u751f\u7269\u7269\u7406\u3001\u6df7\u6c8c\u7406\u8bba\u3001\u81ea\u7ec4\u7ec7\u7cfb\u7edf\u7b49\u9886\u57df\u7684\u524d\u6cbf\u8fdb\u5c55\uff0c\u6bcf\u5929\u722c\u53d6\u6700\u65b0\u7684arXiv\u9884\u5370\u672c\u8bba\u6587\u3002 \u672c\u6587\u662f\u5bf98\u67084\u65e5\u6700\u65b0arXiv\u8bba\u6587\u7684\u6c47\u603b\u7f16\u8bd1\uff08by\u5f69\u4e91\u5c0f\u8bd1\uff09\u3002\u66f4\u591a\u6700\u65b0\u8bba\u6587\uff0c\u8bf7\u626b\u4e0b\u65b9\u4e8c\u7ef4\u7801\u8bbf\u95ee\u96c6\u667a\u6591\u56fe\u7f51\u7ad9\u83b7\u53d6\uff1a \u6838\u5fc3\u901f\u9012 \u590d\u6742\u52a8\u6001\u73af\u5883\u4e0b\u7684\u641c\u7d22\u7b56\u7565: M…<\/p>\n","protected":false},"author":1,"featured_media":20597,"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\/20599"}],"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=20599"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/20599\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/20597"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=20599"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=20599"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=20599"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=20599"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}