{"id":20393,"date":"2020-07-23T23:10:31","date_gmt":"2020-07-23T15:10:31","guid":{"rendered":"https:\/\/swarma.org\/?p=20393"},"modified":"2020-07-23T23:10:31","modified_gmt":"2020-07-23T15:10:31","slug":"%e6%96%b0%e5%86%a0%e8%82%ba%e7%82%8e%e6%b5%81%e8%a1%8c%e6%9c%9f%e9%97%b4%e7%9a%84%e5%8f%8d%e7%a4%be%e4%bc%9a%e8%a1%8c%e4%b8%ba%e5%88%86%e6%9e%90-%e7%bd%91%e7%bb%9c%e7%a7%91%e5%ad%a6%e8%ae%ba","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=20393","title":{"rendered":"\u65b0\u51a0\u80ba\u708e\u6d41\u884c\u671f\u95f4\u7684\u53cd\u793e\u4f1a\u884c\u4e3a\u5206\u6790 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901216\u7bc7"},"content":{"rendered":"
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    <\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


    <\/section>\n

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

    On Analyzing Antisocial Behaviors Amid COVID-19 Pandemic<\/span><\/h2>\n
    \u5730\u5740\uff1a<\/span><\/strong><\/span><\/section>\n
    http:\/\/arxiv.org\/abs\/2007.10712<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/section>\n
    Md Rabiul Awal,Rui Cao,Sandra Mitrovic,Roy Ka-Wei Lee<\/span><\/section>\n

    <\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong>\u7531\u4e8e\u5168\u7403\u65b0\u95fb\u62a5\u9053\u4e86\u65b0\u578b\u51a0\u72b6\u75c5\u6bd2\u80ba\u708e\u548c\u5728\u7ebf\u548c\u79bb\u7ebf\u793e\u533a\u4ec7\u5916\u5fc3\u7406\u548c\u6b67\u89c6\u7684\u6025\u5267\u4e0a\u5347\uff0c\u8fd9\u79cd\u6d41\u884c\u75c5\u5df2\u7ecf\u4e0d\u4ec5\u4ec5\u662f\u4e00\u573a\u751f\u7269\u5371\u673a\u3002\u8fd9\u4e9b\u6709\u5bb3\u7684\u884c\u4e3a\u5bf9\u793e\u4f1a\u9020\u6210\u4e86\u6c89\u91cd\u7684\u8d1f\u62c5\uff0c\u5c24\u5176\u662f\u5728\u8fd9\u4e2a\u4ee4\u4eba\u751f\u754f\u7684\u65f6\u4ee3\u3002\u5c3d\u7ba1\u8fd9\u4e2a\u95ee\u9898\u5f88\u4e25\u91cd\uff0c\u4f46\u5f88\u5c11\u6709\u7814\u7a76\u7814\u7a76\u65b0\u578b\u51a0\u72b6\u75c5\u6bd2\u80ba\u708e\u6d41\u884c\u671f\u95f4\u7684\u5728\u7ebf\u53cd\u793e\u4f1a\u884c\u4e3a\u3002\u5728\u8fd9\u7bc7\u8bba\u6587\u4e2d\uff0c\u6211\u4eec\u901a\u8fc7\u6536\u96c6\u548c\u6807\u6ce8\u8d85\u8fc74000\u4e07\u6761\u4e0e\u65b0\u578b\u51a0\u72b6\u75c5\u6bd2\u80ba\u708e\u76f8\u5173\u7684 tweets \u8fd9\u6837\u7684\u5927\u6570\u636e\u96c6\u6765\u586b\u8865\u7814\u7a76\u7a7a\u767d\u3002\u7279\u522b\u5730\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u81ea\u52a8\u6807\u6ce8\u53cd\u793e\u4f1a\u884c\u4e3a tweets \u7684\u6ce8\u91ca\u6846\u67b6\u3002\u6211\u4eec\u8fd8\u5bf9\u6211\u4eec\u7684\u6ce8\u91ca\u6570\u636e\u96c6\u8fdb\u884c\u4e86\u4e00\u9879\u5b9e\u8bc1\u5206\u6790\uff0c\u53d1\u73b0\u65b0\u7684\u6ee5\u7528\u8bcd\u6c47\u88ab\u5f15\u5165\u5230\u65b0\u578b\u51a0\u72b6\u75c5\u6bd2\u80ba\u708e\u6d41\u884c\u75c5\u4e2d\u3002\u6211\u4eec\u7684\u7814\u7a76\u8fd8\u786e\u5b9a\u4e86\u53cd\u793e\u4f1a\u884c\u4e3a\u7684\u8106\u5f31\u76ee\u6807\u548c\u5f71\u54cd\u5728\u7ebf\u53cd\u793e\u4f1a\u5185\u5bb9\u4f20\u64ad\u7684\u56e0\u7d20\u3002<\/span><\/section>\n


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    \u65f6\u95f4\u7bad\u5934\u4f5c\u4e3a\u5927\u7cfb\u7edf\u4e2d<\/strong><\/span><\/p>\n

    \u968f\u673a\u9a71\u52a8\u7684\u6d8c\u73b0\u5c5e\u6027<\/strong><\/span><\/strong><\/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 arrow of time (second law) as a randomness-driven emergent property of large systems<\/span><\/h2>\n
    \u5730\u5740\uff1a<\/span><\/strong><\/span><\/section>\n
    http:\/\/arxiv.org\/abs\/2007.10418<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/section>\n
    Derek Wright,Roshan Klein-Seetharaman,Susanta K. Sarkar<\/span><\/section>\n

    <\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong>\u4e8e\u5177\u6709\u53ef\u9006\u52a8\u529b\u5b66\u7684\u7c92\u5b50\u7cfb\u7edf\u6765\u8bf4\uff0c\u65f6\u95f4\u7bad\u5934\u662f\u4e00\u79cd\u4e0d\u53ef\u9006\u73b0\u8c61\u3002\u81ea\u73bb\u5c14\u5179\u66fc\u65f6\u4ee3\u81f3\u4eca\uff0c\u65f6\u95f4\u4e4b\u7bad\u5f15\u53d1\u4e86\u4e89\u8bba\u548c\u7814\u7a76\u3002\u7136\u800c\uff0c\u7eb3\u7c73\u6280\u672f\u548c\u76f8\u5173\u5b9e\u9a8c\u6280\u672f\u7684\u5de8\u5927\u53d1\u5c55\u4f7f\u65f6\u95f4\u4e4b\u7bad\u8d70\u5230\u4e86\u6700\u524d\u6cbf\uff0c\u56e0\u4e3a\u5b83\u5177\u6709\u5b9e\u9645\u610f\u4e49\u3002\u901a\u8fc7\u5bf9\u7c92\u5b50\u7cfb\u7edf\u4e00\u7ef4\u6269\u6563\u7684\u6a21\u62df\uff0c\u6211\u4eec\u8bc1\u660e\u4e86\u65f6\u95f4\u7bad\u5934\u662f\u5927\u7cfb\u7edf\u7684\u6d8c\u73b0\u6027\u8d28\u3002\u6211\u4eec\u8bc1\u660e\u4e86\u7c92\u5b50\u7cfb\u7edf\u8fd4\u56de\u539f\u59cb\u6784\u578b\u7684\u91cd\u73b0\u65f6\u95f4\u968f\u7740\u7c92\u5b50\u6570\u76ee\u7684\u589e\u52a0\u800c\u8fc5\u901f\u589e\u957f\u3002\u5728\u6a21\u62df\u7684\u57fa\u7840\u4e0a\uff0c\u7ed9\u51fa\u4e86\u7ecf\u5178\u7c92\u5b50\u3001\u8d39\u7c73\u5b50\u548c\u73bb\u8272\u5b50\u7684\u91cd\u73b0\u65f6\u95f4\u8868\u8fbe\u5f0f\u3002\u73bb\u8272\u5b50\u7cfb\u7edf\u7684\u91cd\u73b0\u65f6\u95f4\u6700\u77ed\uff0c\u800c\u7ecf\u5178\u7c92\u5b50\u7cfb\u7edf\u7684\u91cd\u73b0\u65f6\u95f4\u6700\u957f\u3002\u73bb\u8272\u5b50\u7684\u5e73\u5747\u91cd\u73b0\u65f6\u95f4\u5468\u56f4\u7684\u4e0b\u57ab\u9762\u5206\u5e03\u4e3a\u6cca\u677e\u5206\u5e03\uff0c\u8d39\u7c73\u5b50\u548c\u7ecf\u5178\u7c92\u5b50\u7684\u4e0b\u57ab\u9762\u5206\u5e03\u4e3a\u9ad8\u65af\u5206\u5e03\u3002\u52a8\u6001\u7f16\u7801\u7684\u6982\u7387\u65b9\u6cd5\u5141\u8bb8\u6d4b\u8bd5\u8fc7\u7a0b\u800c\u4e0d\u662f\u6269\u6563\u548c\u91cf\u5316\u5b83\u4eec\u5bf9\u91cd\u73b0\u65f6\u95f4\u7684\u5f71\u54cd\u3002<\/span><\/section>\n

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    \u57fa\u4e8e\u7f51\u7edc\u6d41\u884c\u65b0\u95fb\u7684\u81ea\u52a8\u6545\u4e8b\u6784\u5efa<\/strong><\/span><\/p>\n

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


    <\/section>\n

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

    Automatic Story Construction from News Articles in an Online Fashion<\/span><\/h2>\n
    \u5730\u5740\uff1a<\/span><\/strong><\/span><\/section>\n
    http:\/\/arxiv.org\/abs\/2007.10399<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/section>\n
    \u00d6zg\u00fcr Can,Selma Tekir<\/span><\/section>\n

    <\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong>\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u9896\u7684\u6545\u4e8b\u5efa\u6784\u7cfb\u7edf\uff0c\u4ee5\u5728\u7ebf\u65b9\u5f0f\u8ddf\u8e2a\u6545\u4e8b\u7684\u6f14\u53d8\u3002\u8be5\u7cfb\u7edf\u4f7f\u7528\u4e86\u4e00\u79cd\u65b0\u9896\u7684\u6ed1\u52a8\u7a97\u53e3\u89e3\u51b3\u65b9\u6848\uff0c\u540d\u4e3a\u201c\u7f13\u51b2\u7a97\u53e3\u201d \uff0c\u5141\u8bb8\u52a8\u6001\u5904\u7406\u6bcf\u4e2a\u65b0\u7684\u6570\u636e\u5143\u7d20\u3002\u4e3a\u4e86\u4ee5\u5feb\u901f\u548c\u5185\u5b58\u6709\u6548\u7684\u65b9\u5f0f\u5c06\u4e00\u4e2a\u65b0\u7684\u6570\u636e\u5143\u7d20\u5206\u914d\u5230\u793e\u533a\u4e2d\uff0c\u6211\u4eec\u52a8\u6001\u5730\u5e94\u7528 Louvain \u65b9\u6cd5\u7684\u6a21\u5757\u5316\u6700\u5927\u5316\u601d\u60f3\u3002\u4f5c\u4e3a\u5b9e\u9a8c\u9a8c\u8bc1\u7684\u4e00\u90e8\u5206\uff0c\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6709\u610f\u4e49\u7684\u65b0\u95fb\u6545\u4e8b\u7684\u4e00\u6b65\u4e00\u6b65\u7684\u5efa\u8bbe\u548c\u652f\u6301\u7684\u60c5\u51b5\u4e0b\uff0c\u4e00\u5957\u53ef\u89c6\u5316\u3002<\/span><\/section>\n


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    \u6269\u5c55\u8c22\u6797\u6a21\u578b\u4e2d\u7684\u7c97\u7cd9\u5ea6\u548c\u96ea\u5d29:<\/strong><\/span><\/p>\n

    \u57ce\u5e02\u4e2d\u4ea7\u9636\u7ea7\u5316\u7684\u4e00\u79cd\u89e3\u91ca<\/strong><\/span><\/strong><\/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

    Roughness and avalanches in an extended Schelling model: an explanation of urban gentrification<\/span><\/h2>\n
    \u5730\u5740\uff1a<\/span><\/strong><\/span><\/section>\n
    http:\/\/arxiv.org\/abs\/2007.10767<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/section>\n
    Diego Ortega,Javier Rodr\u00edguez-Laguna,Elka Korutcheva<\/span><\/section>\n

    <\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong>\u901a\u8fc7\u8c22\u6797\u6a21\u578b\u5bf9\u5c45\u4f4f\u533a\u9694\u79bb\u8fdb\u884c\u4e86\u5206\u6790\uff0c\u5176\u4e2d\u4e24\u7c7b\u4e3b\u4f53\u6839\u636e\u4e00\u5b9a\u7684\u504f\u597d\u548c\u5bb9\u5fcd\u6c34\u5e73\uff0c\u8bd5\u56fe\u4f18\u5316\u4ed6\u4eec\u7684\u5c45\u4f4f\u73af\u5883\u3002\u8fd9\u9879\u5de5\u4f5c\u7684\u51e0\u4e2a\u53d8\u4f53\u90fd\u96c6\u4e2d\u5728\u57ce\u5e02\u6216\u793e\u4f1a\u65b9\u9762\u3002\u9274\u4e8e\u8fd9\u4e9b\u6a21\u578b\u8003\u8651\u7684\u662f\u8d22\u5bcc\u6216\u5bb9\u5fcd\u5ea6\u7684\u56fa\u5b9a\u503c\uff0c\u8fd9\u91cc\u6211\u4eec\u8003\u8651\u7684\u662f\u7ecf\u6d4e\u73af\u5883\u6216\u5bb9\u5fcd\u5ea6\u7684\u7a81\u7136\u53d8\u5316\u5982\u4f55\u5f71\u54cd\u5c01\u95ed\u57ce\u5e02\u548c\u5f00\u653e\u57ce\u5e02\u6846\u67b6\u5185\u7684\u57ce\u5e02\u7ed3\u6784\uff0c\u5373\u53d6\u51b3\u4e8e\u8fc1\u79fb\u8fc7\u7a0b\u662f\u5426\u76f8\u5173\u3002\u5728\u5c01\u95ed\u7684\u57ce\u5e02\u6846\u67b6\u4e0b\uff0c\u4e3b\u4f53\u503e\u5411\u4e8e\u805a\u96c6\u6210\u7c07\uff0c\u5176\u8fb9\u754c\u53ef\u4ee5\u7528\u52a8\u529b\u5b66\u7c97\u5316\u5de5\u5177\u6765\u8868\u5f81\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u5728\u5f00\u653e\u57ce\u5e02\u4e2d\uff0c\u67d0\u79cd\u7c7b\u578b\u7684\u8fd1\u4f3c\u4ee3\u7406\u4eba\u53ef\u80fd\u8fdb\u5165\u6216\u79bb\u5f00\u57ce\u5e02\uff0c\u53d1\u751f\u4e00\u7cfb\u5217\u96ea\u5d29\uff0c\u5176\u7edf\u8ba1\u6027\u8d28\u8fdb\u884c\u4e86\u8ba8\u8bba\u3002<\/span><\/section>\n

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


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u591a\u4e3b\u4f53\u673a\u5668\u4eba\u88c5\u914d\u89c4\u5212\u7684<\/strong><\/span><\/p>\n

    \u6700\u4f18\u987a\u5e8f\u4efb\u5206\u914d\u548c\u8def\u5f84\u5bfb\u627e<\/strong><\/span><\/strong><\/p>\n

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


    <\/section>\n

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

    Optimal Sequential Task Assignment and Path Finding for Multi-Agent Robotic Assembly Planning<\/span><\/h2>\n
    \u5730\u5740\uff1a<\/span><\/strong><\/span><\/section>\n
    http:\/\/arxiv.org\/abs\/2006.08845<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/section>\n
    Kyle Brown,Oriana Peltzer,Martin A. Sehr,Mac Schwager,Mykel J. Kochenderfer<\/span><\/section>\n

    <\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong>\u7814\u7a76\u4e86\u5177\u6709\u4efb\u52a1\u95f4\u4f18\u5148\u7ea6\u675f(\u5982\u4efb\u52a1 a \u548c\u4efb\u52a1 b \u90fd\u5fc5\u987b\u5728\u4efb\u52a1 c \u5f00\u59cb\u4e4b\u524d\u5b8c\u6210)\u7684\u5927\u578b\u673a\u5668\u4eba\u56e2\u961f\u7684\u987a\u5e8f\u4efb\u52a1\u5206\u914d\u548c\u65e0\u78b0\u649e\u8def\u7531\u95ee\u9898\u3002\u8fd9\u4e9b\u95ee\u9898\u901a\u5e38\u53d1\u751f\u5728\u673a\u5668\u4eba\u5236\u9020\u5e94\u7528\u7684\u88c5\u914d\u89c4\u5212\u4e2d\uff0c\u5176\u4e2d\u7684\u5b50\u88c5\u914d\u5fc5\u987b\u5728\u7ec4\u5408\u6210\u6700\u7ec8\u4ea7\u54c1\u4e4b\u524d\u5b8c\u6210\u3002\u63d0\u51fa\u4e86\u4e00\u79cd\u8ba1\u7b97\u6700\u5927\u5b8c\u5de5\u65f6\u95f4\u95ee\u9898\u6cdb\u6700\u4f18\u89e3\u7684\u5206\u5c42\u7b97\u6cd5\u3002\u8be5\u7b97\u6cd5\u5728\u4e00\u7ec4\u968f\u673a\u751f\u6210\u7684\u95ee\u9898\u5b9e\u4f8b\u4e0a\u8fdb\u884c\u4e86\u8bc4\u4f30\uff0c\u5728\u8fd9\u4e9b\u5b9e\u4f8b\u4e2d\uff0c\u673a\u5668\u4eba\u5fc5\u987b\u5728\u201c\u5de5\u5382\u201d\u7f51\u683c\u4e16\u754c\u73af\u5883\u4e2d\u7684\u7ad9\u70b9\u4e4b\u95f4\u8fd0\u8f93\u7269\u4f53\u3002\u6b64\u5916\uff0c\u5728\u9ad8\u4fdd\u771f\u4eff\u771f\u4e2d\uff0c\u6211\u4eec\u8bc1\u660e\u4e86\u8be5\u7b97\u6cd5\u7684\u8f93\u51fa\u53ef\u4ee5\u7528\u4e8e\u751f\u6210\u975e\u5b8c\u6574\u5dee\u52a8\u9a71\u52a8\u673a\u5668\u4eba\u7684\u65e0\u78b0\u649e\u8f68\u8ff9\u3002<\/span><\/section>\n


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


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u57fa\u4e8e\u5c40\u90e8\u4fe1\u606f\u53d8\u5206<\/strong><\/span><\/p>\n

    \u81ea\u52a8\u7f16\u7801\u5668\u7684\u5bf9\u624b\u5efa\u6a21<\/strong><\/span><\/strong><\/p>\n

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


    <\/h2>\n

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

    Opponent Modelling with Local Information Variational Autoencoders<\/span><\/h2>\n
    \u5730\u5740\uff1a<\/span><\/strong><\/span><\/section>\n
    http:\/\/arxiv.org\/abs\/2006.09447<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/section>\n
    Georgios Papoudakis,Filippos Christianos,Stefano V. Albrecht<\/span><\/section>\n

    <\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong>\u6a21\u4eff\u5176\u4ed6\u884c\u4e3a\u4e3b\u4f53(\u53cd\u5bf9\u8005)\u7684\u884c\u4e3a\u5bf9\u4e8e\u7406\u89e3\u884c\u4e3a\u4e3b\u4f53\u5982\u4f55\u76f8\u4e92\u4f5c\u7528\u548c\u505a\u51fa\u6709\u6548\u51b3\u7b56\u81f3\u5173\u91cd\u8981\u3002\u73b0\u6709\u7684\u5bf9\u624b\u5efa\u6a21\u65b9\u6cd5\u901a\u5e38\u5047\u8bbe\u5bf9\u5c40\u90e8\u89c2\u6d4b\u548c\u6a21\u62df\u5bf9\u624b\u9009\u62e9\u7684\u884c\u52a8\u7684\u77e5\u8bc6\uff0c\u8fd9\u53ef\u4ee5\u5927\u5927\u9650\u5236\u5176\u9002\u7528\u6027\u3002\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u53d8\u5206\u81ea\u52a8\u7f16\u7801\u5668\u7684\u65b0\u7684\u5efa\u6a21\u6280\u672f\uff0c\u8be5\u6280\u672f\u4ec5\u4ec5\u5229\u7528\u88ab\u63a7\u4e3b\u4f53\u7684\u5c40\u90e8\u89c2\u5bdf: \u5b83\u7684\u89c2\u5bdf\u4e16\u754c\u72b6\u6001\u3001\u9009\u62e9\u7684\u884c\u4e3a\u548c\u6536\u5230\u7684\u5956\u52b1\u3002\u8be5\u6a21\u578b\u4e0e\u4ee3\u7406\u4eba\u7684\u51b3\u7b56\u7b56\u7565\u5171\u540c\u8bad\u7ec3\uff0c\u4f7f\u7528\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u6280\u672f\u3002\u901a\u8fc7\u5bf9\u4e0d\u540c\u7684\u591a\u667a\u80fd\u4f53\u4efb\u52a1\u8fdb\u884c\u7efc\u5408\u8bc4\u4f30\u548c\u6d88\u878d\u7814\u7a76\uff0c\u7ed3\u679c\u8868\u660e\uff0c\u8be5\u65b9\u6cd5\u6bd4\u4e0d\u4f7f\u7528\u5bf9\u624b\u6a21\u578b\u7684\u57fa\u7ebf\u65b9\u6cd5\u83b7\u5f97\u4e86\u66f4\u9ad8\u7684\u6536\u76ca\uff0c\u5e76\u4e14\u4e0e\u5b8c\u5168\u83b7\u53d6\u5bf9\u624b\u4fe1\u606f\u7684\u7406\u60f3\u57fa\u7ebf\u65b9\u6cd5\u5177\u6709\u53ef\u6bd4\u6027\u3002<\/span><\/section>\n


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


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u4e3a\u4ec0\u4e48\u4f60\u53ef\u4ee5\u501f\u94b1\u7684\u65f6\u5019\u8fd8\u8981\u4e0b\u6ce8\uff1f<\/strong><\/span><\/strong><\/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

    Why Stake When You Can Borrow?<\/span><\/h2>\n
    \u5730\u5740\uff1a<\/span><\/strong><\/span><\/section>\n
    http:\/\/arxiv.org\/abs\/2006.11156<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/section>\n
    Tarun Chitra,Alex Evans<\/span><\/section>\n

    <\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong>\u968f\u7740\u667a\u80fd\u5408\u540c\u5e73\u53f0\u81ea\u52a8\u7ba1\u7406\u6570\u5341\u4ebf\u7f8e\u5143\u7684\u8d44\u672c\uff0c\u91cf\u5316\u6295\u8d44\u8005\u5728\u8fd9\u4e9b\u7cfb\u7edf\u4e2d\u4ea7\u751f\u7684\u6295\u8d44\u7ec4\u5408\u98ce\u9669\u53d8\u5f97\u8d8a\u6765\u8d8a\u91cd\u8981\u3002\u6700\u8fd1\u7684\u7814\u7a76\u8868\u660e\uff0c\u5229\u5bb3\u5173\u7cfb\u8bc1\u660e(Proof of Stake\uff0cPoS)\u5bb9\u6613\u53d7\u5230\u6765\u81ea\u8fde\u9501\u501f\u8d37\u7684\u91d1\u878d\u653b\u51fb\uff0c\u5176\u8d44\u672c\u6548\u7387\u6bd4\u5de5\u4f5c\u8bc1\u660e(Proof of Work\uff0cPoW)\u5f15\u7528\u7684{ fanti _ PoS _ econ }\u66f4\u4f4e\u3002\u8bb8\u591a\u63d0\u9ad8\u8d44\u672c\u6548\u7387\u7684\u65b9\u6cd5\u5df2\u7ecf\u88ab\u63d0\u51fa\uff0c\u8fd9\u4e9b\u65b9\u6cd5\u5141\u8bb8\u76d1\u7ba1\u8005\u5bf9\u4ed6\u4eec\u7684\u76d1\u7ba1\u8d44\u4ea7\u521b\u9020\u53ef\u66ff\u4ee3\u7684\u884d\u751f\u54c1\u503a\u6743\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u6784\u5efa\u4e86\u4e00\u4e2a\u7edf\u4e00\u7684\u6a21\u578b\u6765\u7814\u7a76\u8fd9\u4e9b\u5efa\u8bae\u7684\u5b89\u5168\u98ce\u9669\u3002\u8fd9\u4e2a\u6a21\u578b\u7ed3\u5408\u4e86\u51fa\u751f-\u6b7b\u4ea1\u7684 p\u2018 olya \u8fc7\u7a0b\u548c\u4ece\u4fe1\u7528\u884d\u751f\u54c1\u6587\u732e\u4e2d\u6539\u7f16\u7684\u98ce\u9669\u6a21\u578b\u6765\u8bc4\u4f30\u6807\u8bb0\u4e0d\u5e73\u7b49\u548c\u6536\u76ca\u6982\u51b5\u3002\u6211\u4eec\u53d1\u73b0\u884d\u751f\u54c1\u7684\u4f7f\u7528\u5728\u201c\u5b89\u5168\u201d\u548c\u201c\u4e0d\u5b89\u5168\u201d\u4e4b\u95f4\u6709\u4e00\u4e2a\u6025\u5267\u7684\u8fc7\u6e21\u3002\u4ee4\u4eba\u60ca\u8bb6\u7684\u662f\uff0c\u6211\u4eec\u53d1\u73b0\u4e0e\u5f15\u7528{ fanti2019 compound }\u76f8\u53cd\uff0c\u5b58\u5728\u884d\u751f\u54c1\u53ef\u4ee5\u5728\u8fd9\u4e9b\u7f51\u7edc\u4e2d\u51cf\u5c11\u8d22\u5bcc\u96c6\u4e2d\u7684\u6761\u4ef6\u3002\u8be5\u6a21\u578b\u4e5f\u9002\u7528\u4e8e\u5206\u6563\u8d22\u52a1(DeFi)\u534f\u8bae\uff0c\u5176\u4e2d\u5206\u5272\u7684\u8d44\u4ea7\u88ab\u7528\u4f5c\u4fdd\u9669\u3002\u57fa\u4e8e agent \u7684\u4eff\u771f\u9a8c\u8bc1\u4e86\u7406\u8bba\u7ed3\u679c\u7684\u6b63\u786e\u6027\u3002<\/span><\/section>\n


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

    \n
    \n
    <\/p>\n

    \u72e9\u730e\u4e0e\u91c7\u96c6\u573a\u666f\u4e2d\u591a\u673a\u5668\u4eba<\/strong><\/span><\/p>\n

    \u4e92\u8865\u56e2\u961f\u7684\u63a2\u7d22\u4e0e\u534f\u8c03<\/strong><\/span><\/strong><\/p>\n

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


    <\/p>\n

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

    Exploration and Coordination of Complementary Multi-Robot Teams in a Hunter and Gatherer Scenario<\/span><\/h2>\n
    \u5730\u5740\uff1a<\/span><\/strong><\/span><\/section>\n
    http:\/\/arxiv.org\/abs\/1912.07521<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/section>\n
    Mehdi Dadvar,Saeed Moazami,Harley R. Myler,Hassan Zargarzadeh<\/span><\/section>\n

    <\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong>\u72e9\u730e\u548c\u91c7\u96c6\u65b9\u6cd5\u89e3\u51b3\u4e86\u52a8\u6001\u591a\u673a\u5668\u4eba\u4efb\u52a1\u5206\u914d\u95ee\u9898\uff0c\u5373\u4efb\u52a1\u5728\u4e0d\u77e5\u4e0d\u89c9\u4e2d\u5206\u5e03\u5230\u73af\u5883\u4e2d\u3002\u8fd9\u79cd\u65b9\u6cd5\u4f7f\u7528\u4e86\u4e24\u4e2a\u4e92\u8865\u7684\u4ee3\u7406\u56e2\u961f: \u4e00\u4e2a\u654f\u6377\u5730\u63a2\u7d22(\u730e\u4eba) \uff0c\u53e6\u4e00\u4e2a\u7075\u5de7\u5730\u5b8c\u6210(\u6536\u96c6\u8005)\u4efb\u52a1\u3002\u5c3d\u7ba1\u6211\u4eec\u5df2\u7ecf\u4ece\u4efb\u52a1\u89c4\u5212\u7684\u89d2\u5ea6\u5bf9\u8fd9\u79cd\u65b9\u6cd5\u8fdb\u884c\u4e86\u7814\u7a76\uff0c\u4f46\u662f\u5bf9\u4e8e\u591a\u673a\u5668\u4eba\u7684\u63a2\u7d22\u548c\u534f\u8c03\u95ee\u9898\u4ecd\u7136\u6ca1\u6709\u8fdb\u884c\u7814\u7a76\u3002\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u201c\u671f\u671b\u4fe1\u606f\u589e\u76ca\u201d\u6982\u5ff5\u7684\u730e\u4eba\u591a\u673a\u5668\u4eba\u641c\u7d22\u7b97\u6cd5\uff0c\u4ee5\u6700\u5c0f\u5316\u5206\u5e03\u5f0f\u4efb\u52a1\u5b8c\u6210\u7684\u603b\u6210\u672c\u3002\u6b64\u5916\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u534f\u8c03\u89e3\u51b3\u65b9\u6848\u4e4b\u95f4\u7684\u72e9\u730e\u8005\u548c\u6536\u96c6\u8005\u901a\u8fc7\u6574\u5408\u65b0\u7684\u6982\u5ff5\u7684\u5229\u6da6\u7387\u7684\u6982\u5ff5\uff0c\u9884\u671f\u4fe1\u606f\u6536\u76ca\u7684\u6982\u5ff5\u3002\u901a\u8fc7\u5bf9\u5927\u91cf\u4eff\u771f\u7ed3\u679c\u7684\u7edf\u8ba1\u5206\u6790\uff0c\u9a8c\u8bc1\u4e86\u8be5\u7b97\u6cd5\u5728\u4e0d\u540c\u590d\u6742\u5ea6\u969c\u788d\u73af\u5883\u4e0b\u7684\u6709\u6548\u6027\u3002\u6211\u4eec\u8fd8\u8bc1\u660e\uff0c\u72e9\u730e\u8005\u548c\u91c7\u96c6\u8005\u4e4b\u95f4\u7f3a\u4e4f\u6709\u6548\u534f\u8c03\uff0c\u4e25\u91cd\u5f71\u54cd\u4e86\u89c4\u5212\u7684\u6574\u4f53\u6709\u6548\u6027\uff0c\u7279\u522b\u662f\u5728\u5305\u542b\u5bc6\u96c6\u969c\u788d\u548c\u5c01\u95ed\u8d70\u5eca\u7684\u73af\u5883\u4e2d\u3002\u6700\u540e\uff0c\u7edf\u8ba1\u4e0a\u8bc1\u660e\u4e86\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b\u7684\u4ee3\u7406\uff0c\u603b\u7684\u5de5\u4f5c\u8d1f\u8f7d\u662f\u5e73\u5747\u5206\u914d\u7684\uff0c\u8fd9\u4fdd\u8bc1\u4e86\u6240\u63d0\u51fa\u7684\u89e3\u51b3\u65b9\u6848\u4e0d\u504f\u5411\u4e8e\u7279\u5b9a\u7684\u4ee3\u7406\uff0c\u5e76\u4e14\u6240\u6709\u4ee3\u7406\u7684\u884c\u4e3a\u7c7b\u4f3c\u4e8e\u76f8\u4f3c\u7684\u7279\u5f81\u3002<\/span><\/section>\n


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

    \n
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    <\/p>\n

    \u57fa\u4e8e\u591a\u667a\u80fd\u4f53\u5143\u5f3a\u5316\u5b66\u4e60\u7684<\/strong><\/span><\/p>\n

    \u81ea\u4f9b\u80fd\u53ef\u6301\u7eed\u8fb9\u7f18\u8ba1\u7b97\u7cfb\u7edf<\/strong><\/span><\/strong><\/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

    Multi-Agent Meta-Reinforcement Learning for Self-Powered and Sustainable Edge Computing Systems<\/span><\/h2>\n
    \u5730\u5740\uff1a<\/span><\/strong><\/span><\/section>\n
    http:\/\/arxiv.org\/abs\/2002.08567<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/section>\n
    Md. Shirajum Munir,Nguyen H. Tran,Walid Saad,Choong Seon Hong<\/span><\/section>\n

    <\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong>\u79fb\u52a8\u8fb9\u7f18\u8ba1\u7b97(MEC)\u5e94\u7528\u548c\u529f\u80fd\u7684\u4e25\u683c\u8981\u6c42\u4f7f\u5f97 MEC \u4e3b\u673a\u7684\u9ad8\u5bb9\u91cf\u548c\u5bc6\u96c6\u90e8\u7f72\u6210\u4e3a\u5373\u5c06\u5230\u6765\u7684\u65e0\u7ebf\u7f51\u7edc\u3002\u7136\u800c\uff0c\u64cd\u4f5c\u8fd9\u6837\u9ad8\u5bb9\u91cf\u7684 MEC \u4e3b\u673a\u53ef\u4ee5\u663e\u8457\u589e\u52a0\u80fd\u6e90\u6d88\u8017\u3002\u56e0\u6b64\uff0c\u57fa\u7ad9(BS)\u5355\u5143\u53ef\u4ee5\u4f5c\u4e3a\u81ea\u4f9b\u7535\u57fa\u7ad9\u3002\u9488\u5bf9\u5177\u6709\u8fb9\u7f18\u8ba1\u7b97\u80fd\u529b\u7684\u81ea\u4f9b\u7535\u65e0\u7ebf\u7f51\u7edc\uff0c\u7814\u7a76\u4e86\u4e00\u79cd\u6709\u6548\u7684\u80fd\u91cf\u5206\u914d\u673a\u5236\u3002\u9996\u5148\uff0c\u5efa\u7acb\u4e86\u4e00\u4e2a\u4e24\u9636\u6bb5\u7ebf\u6027\u968f\u673a\u89c4\u5212\u95ee\u9898\uff0c\u5176\u76ee\u6807\u662f\u5728\u6ee1\u8db3\u7cfb\u7edf\u80fd\u91cf\u9700\u6c42\u7684\u540c\u65f6\uff0c\u4f7f\u7cfb\u7edf\u7684\u603b\u80fd\u8017\u8d39\u7528\u6700\u5c0f\u3002\u5176\u6b21\uff0c\u901a\u8fc7\u5f00\u53d1\u4e00\u79cd\u65b0\u7684\u591a\u667a\u80fd\u4f53\u5143\u5f3a\u5316\u5b66\u4e60(MAMRL)\u6846\u67b6\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u534a\u5206\u5e03\u5f0f\u6570\u636e\u9a71\u52a8\u7684\u89e3\u51b3\u65b9\u6848\u3002\u7279\u522b\u662f\uff0c\u6bcf\u4e2a BS \u626e\u6f14\u4e00\u4e2a\u5c40\u90e8\u4ee3\u7406\u7684\u89d2\u8272\uff0c\u63a2\u7d22\u80fd\u6e90\u6d88\u8017\u548c\u4ea7\u751f\u7684\u9a6c\u5c14\u53ef\u592b\u884c\u4e3a\uff0c\u800c\u6bcf\u4e2a BS \u5c06\u65f6\u53d8\u7279\u5f81\u8f6c\u79fb\u5230\u4e00\u4e2a\u5143\u4ee3\u7406\u3002\u6309\u7167\u987a\u5e8f\uff0c\u5143\u4ee3\u7406\u901a\u8fc7\u4ec5\u63a5\u53d7\u6765\u81ea\u6bcf\u4e2a\u672c\u5730\u4ee3\u7406\u7684\u5e26\u6709\u81ea\u5df1\u72b6\u6001\u4fe1\u606f\u7684\u89c2\u6d4b\u6765\u4f18\u5316(\u5373\u5229\u7528)\u80fd\u91cf\u5206\u914d\u51b3\u7b56\u3002\u540c\u65f6\uff0c\u6bcf\u4e2a BS \u4ee3\u7406\u901a\u8fc7\u5e94\u7528\u5143\u4ee3\u7406\u7684\u5b66\u4e60\u53c2\u6570\u4f30\u8ba1\u81ea\u5df1\u7684\u80fd\u91cf\u5206\u914d\u7b56\u7565\u3002\u6700\u540e\uff0c\u901a\u8fc7\u5206\u6790\u786e\u5b9a\u6027\u3001\u975e\u5bf9\u79f0\u6027\u548c\u968f\u673a\u6027\u73af\u5883\u4e2d\u7684\u4e0d\u53ef\u518d\u751f\u80fd\u6e90\u4f7f\u7528\u3001\u80fd\u6e90\u6210\u672c\u548c\u51c6\u786e\u6027\uff0c\u5bf9\u6240\u63d0\u51fa\u7684 MAMRL \u6846\u67b6\u8fdb\u884c\u4e86\u6d4b\u8bd5\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u4e0e\u5176\u4ed6\u57fa\u7ebf\u65b9\u6cd5\u76f8\u6bd4\uff0c\u6240\u63d0\u51fa\u7684 MAMRL \u6a21\u578b\u53ef\u4ee5\u964d\u4f4e11% \u7684\u4e0d\u53ef\u518d\u751f\u80fd\u6e90\u4f7f\u7528\u91cf\u548c22.4% \u7684\u80fd\u6e90\u6210\u672c(\u9884\u6d4b\u51c6\u786e\u7387\u4e3a95.8%)\u3002<\/span><\/section>\n


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

    \n
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    <\/p>\n

    \u7a33\u5b9a\u8d44\u672c2.0: <\/strong><\/span><\/p>\n

    \u7ecf\u6d4e\u57fa\u7840\u4e0e\u57fa\u4e8e\u98ce\u9669\u7684\u6a21\u578b<\/strong><\/span><\/strong><\/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

    Stablecoins 2.0: Economic Foundations and Risk-based Models<\/span><\/h2>\n
    \u5730\u5740\uff1a<\/span><\/strong><\/span><\/section>\n
    http:\/\/arxiv.org\/abs\/2006.12388<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/section>\n
    Ariah Klages-Mundt,Dominik Harz,Lewis Gudgeon,Jun-You Liu,Andreea Minca<\/span><\/section>\n

    <\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong>\u7a33\u5b9a\u5e01\u662f\u6700\u5e7f\u6cdb\u7684\u8d44\u672c\u5316\u52a0\u5bc6\u8d27\u5e01\u4e4b\u4e00\u3002\u7136\u800c\uff0c\u5b83\u4eec\u7684\u98ce\u9669\u56e0\u5176\u8bbe\u8ba1\u800c\u6709\u5f88\u5927\u7684\u4e0d\u540c\uff0c\u800c\u4e14\u4eba\u4eec\u5bf9\u5b83\u4eec\u7684\u4e86\u89e3\u5f80\u5f80\u5f88\u5c11\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u8bd5\u56fe\u4e3a\u7a33\u5b9a\u751f\u6001\u7406\u8bba\u63d0\u4f9b\u4e00\u4e2a\u57fa\u4e8e\u98ce\u9669\u7684\u7a33\u5b9a\u751f\u6001\u7ecf\u6d4e\u7ed3\u6784\u7684\u529f\u80fd\u89d2\u8272\u5851\u9020\u3002\u9996\u5148\uff0c\u6211\u4eec\u5c06\u73b0\u6709\u7684\u7ecf\u6d4e\u6a21\u578b\u4e0e\u5b8c\u5168\u4e0d\u540c\u7684\u4fdd\u7ba1\u7cfb\u7edf\u76f8\u5339\u914d\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u63cf\u8ff0\u4e86\u5728\u975e\u76d1\u7981\u7a33\u5b9a\u6027\u4e2d\u51fa\u73b0\u7684\u72ec\u7279\u98ce\u9669\uff0c\u5e76\u5f00\u53d1\u4e86\u4e00\u4e2a\u5c06\u7ecf\u6d4e\u5b66\u548c\u8ba1\u7b97\u673a\u79d1\u5b66\u7684\u73b0\u6709\u6a21\u578b\u7edf\u4e00\u8d77\u6765\u7684\u6a21\u578b\u6846\u67b6\u3002\u6211\u4eec\u8fdb\u4e00\u6b65\u8ba8\u8bba\u4e86\u8fd9\u4e2a\u5efa\u6a21\u6846\u67b6\u5982\u4f55\u9002\u7528\u4e8e\u4e00\u7cfb\u5217\u5e7f\u6cdb\u7684\u52a0\u5bc6\u7ecf\u6d4e\u7cfb\u7edf\uff0c\u5305\u62ec\u8de8\u94fe\u534f\u8bae\u3001\u62b5\u62bc\u8d37\u6b3e\u548c\u5206\u6563\u4ea4\u6613\u3002\u8fd9\u4e9b\u72ec\u7279\u7684\u98ce\u9669\u4ea7\u751f\u4e86\u672a\u56de\u7b54\u7684\u7814\u7a76\u95ee\u9898\uff0c\u8fd9\u4e9b\u95ee\u9898\u5c06\u6210\u4e3a\u4eca\u540e\u5206\u6563\u91d1\u878d\u7814\u7a76\u7684\u5173\u952e\u3002<\/span><\/section>\n


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

    \n
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    <\/p>\n

    \u57fa\u4e8e\u56fe\u795e\u7ecf\u7f51\u7edc\u7684<\/strong><\/span><\/p>\n

    \u8054\u5408\u68c0\u6d4b\u4e0e\u591a\u76ee\u6807\u8ddf\u8e2a<\/strong><\/span><\/strong><\/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

    Joint Detection and Multi-Object Tracking with Graph Neural Networks<\/span><\/h2>\n

    \u5730\u5740\uff1a<\/span><\/strong>
    <\/span><\/h2>\n
    http:\/\/arxiv.org\/abs\/2006.13164<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/section>\n
    Yongxin Wang,Xinshuo Weng,Kris Kitani<\/span><\/section>\n

    <\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong>\u76ee\u6807\u68c0\u6d4b\u548c\u6570\u636e\u5173\u8054\u662f\u591a\u76ee\u6807\u8ddf\u8e2a\u7cfb\u7edf\u7684\u5173\u952e\u7ec4\u6210\u90e8\u5206\u3002\u5c3d\u7ba1\u8fd9\u4e24\u4e2a\u7ec4\u4ef6\u9ad8\u5ea6\u76f8\u4e92\u4f9d\u8d56\uff0c\u4f46 MOT \u7684\u4e00\u4e2a\u6d41\u884c\u8d8b\u52bf\u662f\u5c06\u68c0\u6d4b\u548c\u6570\u636e\u5173\u8054\u4f5c\u4e3a\u5355\u72ec\u7684\u6a21\u5757\uff0c\u4ee5\u7ea7\u8054\u7684\u65b9\u5f0f\u8fdb\u884c\u5904\u7406\u3002\u7531\u4e8e\u8fd9\u79cd\u7ea7\u8054\u8fc7\u7a0b\uff0c\u5f97\u5230\u7684 MOT \u7cfb\u7edf\u53ea\u80fd\u6267\u884c\u6b63\u5411\u63a8\u7406\uff0c\u4e0d\u80fd\u901a\u8fc7\u6574\u4e2a\u6d41\u6c34\u7ebf\u53cd\u5411\u4f20\u64ad\u9519\u8bef\u5e76\u8fdb\u884c\u7ea0\u6b63\u3002\u8fd9\u5c06\u5bfc\u81f4\u6574\u4e2a\u6d41\u6c34\u7ebf\u7684\u6027\u80fd\u6b20\u4f73\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u6700\u8fd1\u7684\u5de5\u4f5c\u8054\u5408\u4f18\u5316\u4e86\u68c0\u6d4b\u548c\u6570\u636e\u5173\u8054\uff0c\u5e76\u5f62\u6210\u4e86\u4e00\u4e2a\u7efc\u5408\u7684 MOT \u65b9\u6cd5\uff0c\u4e8b\u5b9e\u8868\u660e\uff0c\u8fd9\u79cd\u65b9\u6cd5\u5728\u68c0\u6d4b\u548c\u8ddf\u8e2a\u65b9\u9762\u90fd\u6709\u6539\u8fdb\u3002\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u56fe\u795e\u7ecf\u7f51\u7edc\u7684\u8054\u5408 MOT \u65b9\u6cd5\u3002\u8be5\u65b9\u6cd5\u7684\u6838\u5fc3\u601d\u60f3\u662f GNNs \u80fd\u591f\u5728\u7a7a\u95f4\u57df\u548c\u65f6\u95f4\u57df\u663e\u5f0f\u5730\u6a21\u62df\u591a\u4e2a\u5bf9\u8c61\u4e4b\u95f4\u7684\u590d\u6742\u4ea4\u4e92\u4f5c\u7528\uff0c\u8fd9\u5bf9\u4e8e\u5b66\u4e60\u7528\u4e8e\u68c0\u6d4b\u548c\u6570\u636e\u5173\u8054\u7684\u9274\u522b\u7279\u5f81\u81f3\u5173\u91cd\u8981\u3002\u6211\u4eec\u8fd8\u5145\u5206\u5229\u7528\u4e86\u8fd0\u52a8\u7279\u6027\u5728\u4e0e\u5916\u89c2\u7279\u6027\u4e00\u8d77\u4f7f\u7528\u65f6\u5bf9 MOT \u975e\u5e38\u6709\u7528\u7684\u4e8b\u5b9e\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u63d0\u51fa\u7684\u8054\u5408 MOT \u65b9\u6cd5\u4e5f\u7ed3\u5408\u4e86\u5916\u89c2\u548c\u8fd0\u52a8\u7279\u5f81\u5728\u6211\u4eec\u7684\u57fa\u4e8e\u56fe\u7684\u7279\u5f81\u5b66\u4e60\u6846\u67b6\uff0c\u5bfc\u81f4\u66f4\u597d\u7684\u7279\u5f81\u5b66\u4e60 MOT\u3002\u901a\u8fc7\u5bf9 MOT \u6311\u6218\u6570\u636e\u96c6\u7684\u5927\u91cf\u5b9e\u9a8c\uff0c\u6211\u4eec\u8868\u660e\u6211\u4eec\u63d0\u51fa\u7684\u65b9\u6cd5\u5728\u76ee\u6807\u68c0\u6d4b\u548c MOT \u4e0a\u90fd\u8fbe\u5230\u4e86\u6700\u9ad8\u6c34\u5e73\u7684\u6027\u80fd\u3002<\/span><\/section>\n


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


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u6df1\u5ea6\u534f\u8c03\u56fe<\/strong><\/span><\/strong><\/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

    Deep Coordination Graphs<\/span><\/h2>\n

    \u5730\u5740\uff1a<\/span><\/strong>
    <\/span><\/h2>\n
    http:\/\/arxiv.org\/abs\/1910.00091<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/section>\n
    Wendelin B\u00f6hmer,Vitaly Kurin,Shimon Whiteson<\/span><\/section>\n

    <\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong>\u672c\u6587\u4ecb\u7ecd\u4e86\u9762\u5411\u534f\u540c\u591a agent \u5f3a\u5316\u5b66\u4e60\u7684\u6df1\u5ea6\u534f\u8c03\u56fe(DCG)\u3002DCG \u6839\u636e\u534f\u8c03\u56fe\u5c06\u6240\u6709\u4ee3\u7406\u7684\u8054\u5408\u4ef7\u503c\u51fd\u6570\u5206\u89e3\u4e3a\u4ee3\u7406\u5bf9\u4e4b\u95f4\u7684\u6536\u76ca\uff0c\u4ece\u800c\u5728\u4ee3\u8868\u80fd\u529b\u548c\u6cdb\u5316\u80fd\u529b\u4e4b\u95f4\u5b9e\u73b0\u4e86\u7075\u6d3b\u7684\u6743\u8861\u3002\u901a\u8fc7\u6cbf\u56fe\u7684\u5c40\u90e8\u6d88\u606f\u4f20\u9012\uff0c\u53ef\u4ee5\u4f7f\u503c\u51fd\u6570\u8fbe\u5230\u6700\u5927\u503c\uff0c\u4ece\u800c\u5b9e\u73b0\u7aef\u5230\u7aef\u7684 q \u5b66\u4e60\u3002\u5229\u7528\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u5bf9\u652f\u4ed8\u51fd\u6570\u8fdb\u884c\u903c\u8fd1\uff0c\u91c7\u7528\u53c2\u6570\u5171\u4eab\u548c\u4f4e\u79e9\u903c\u8fd1\u65b9\u6cd5\u663e\u8457\u63d0\u9ad8\u6837\u672c\u6548\u7387\u3002\u6211\u4eec\u53d1\u73b0 DCG \u53ef\u4ee5\u89e3\u51b3\u6355\u98df\u8005-\u88ab\u6355\u98df\u8005\u4efb\u52a1\uff0c\u7a81\u51fa\u4e86\u76f8\u5bf9\u8fc7\u5ea6\u6cdb\u5316\u7684\u75c5\u7406\u5b66\uff0c\u4ee5\u53ca\u5177\u6709\u6311\u6218\u6027\u7684\u661f\u9645\u4e89\u9738 II \u5fae\u89c2\u7ba1\u7406\u4efb\u52a1\u3002<\/span><\/section>\n


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

    \n
    \n
    <\/p>\n

    \u90e8\u5206\u4fe1\u606f\u5171\u4eab\u7684\u793e\u4f1a\u5b66\u4e60<\/strong><\/span><\/strong><\/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

    Social Learning with Partial Information Sharing<\/span><\/h2>\n

    \u5730\u5740\uff1a<\/span><\/strong>
    <\/span><\/h2>\n
    https:\/\/arxiv.org\/abs\/2006.13659<\/span><\/section>\n
    \u4f5c\u8005<\/span><\/strong>\uff1a<\/span><\/strong><\/section>\n
    Virginia Bordignon,Vincenzo Matta,Ali H. Sayed<\/span><\/section>\n

    <\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong>\u8fd9\u9879\u5de5\u4f5c\u89e3\u51b3\u4e86\u5728\u793e\u4f1a\u5b66\u4e60\u7b56\u7565\u4e2d\u5206\u4eab\u90e8\u5206\u4fe1\u606f\u7684\u95ee\u9898\u3002\u5728\u4f20\u7edf\u7684\u793e\u4f1a\u5b66\u4e60\u4e2d\uff0c\u4ee3\u7406\u4eba\u901a\u8fc7\u5728\u6bcf\u4e2a\u77ac\u95f4\u6267\u884c\u4e24\u4e2a\u64cd\u4f5c\u6765\u89e3\u51b3\u5206\u5e03\u5f0f\u591a\u91cd\u5047\u8bbe\u68c0\u9a8c\u95ee\u9898: \u9996\u5148\uff0c\u4ee3\u7406\u4eba\u4ece\u79c1\u4eba\u89c2\u5bdf\u4e2d\u5408\u5e76\u4fe1\u606f\uff0c\u5f62\u6210\u4ed6\u4eec\u5bf9\u4e00\u7ec4\u5047\u8bbe\u7684\u4fe1\u5ff5; \u5176\u6b21\uff0c\u4ee3\u7406\u4eba\u5728\u90bb\u5c45\u4e4b\u95f4\u5c40\u90e8\u5730\u5408\u5e76\u4ed6\u4eec\u7684\u5168\u90e8\u4fe1\u5ff5\u3002\u5728\u4e00\u4e2a\u4fe1\u606f\u5145\u5206\u7684\u73af\u5883\u4e2d\uff0c\u53ea\u8981\u7f51\u7edc\u7684\u8fde\u901a\u6027\u5141\u8bb8\u4fe1\u606f\u5728\u4ee3\u7406\u4eba\u4e4b\u95f4\u4f20\u64ad\uff0c\u8fd9\u4e9b\u7b97\u6cd5\u5c31\u80fd\u4f7f\u4ee3\u7406\u4eba\u5b66\u4f1a\u771f\u6b63\u7684\u5047\u8bbe\u3002\u672c\u6587\u8003\u8651\u4e86\u8fd9\u6837\u4e00\u79cd\u60c5\u51b5\uff0c\u5373\u4ee3\u7406\u4eba\u4ec5\u4ec5\u4e3a\u4e86\u8bc4\u4f30\u5176\u6709\u6548\u6027\u800c\u5206\u4eab\u4ed6\u4eec\u5173\u4e8e\u4e00\u4e2a\u611f\u5174\u8da3\u7684\u5047\u8bbe\u7684\u4fe1\u5ff5\uff0c\u800c\u4e0d\u662f\u5206\u4eab\u4ed6\u4eec\u7684\u5168\u90e8\u4fe1\u5ff5\uff0c\u5e76\u7ed8\u5236\u4e86\u8fd9\u79cd\u653f\u7b56\u4e0d\u5f71\u54cd\u771f\u76f8\u5b66\u4e60\u7684\u6761\u4ef6\u3002\u6211\u4eec\u63d0\u51fa\u4e86\u4e24\u79cd\u5171\u4eab\u90e8\u5206\u4fe1\u606f\u7684\u65b9\u6cd5\uff0c\u8fd9\u53d6\u51b3\u4e8e\u4ee3\u7406\u662f\u5426\u4ee5\u81ea\u6211\u610f\u8bc6\u7684\u65b9\u5f0f\u884c\u4e8b\u3002\u7814\u7a76\u7ed3\u679c\u663e\u793a\uff0c\u4e0d\u540c\u7684\u5b66\u4e60\u65b9\u5f0f\u5982\u4f55\u4ea7\u751f\uff0c\u53d6\u51b3\u4e8e\u6240\u91c7\u7528\u7684\u65b9\u6cd5\u548c\u63a8\u7406\u95ee\u9898\u7684\u5185\u5728\u7279\u5f81\u3002\u6b64\u5916\uff0c\u6709\u8da3\u7684\u5206\u6790\u6307\u51fa\u4e86\u6b3a\u9a97\u7f51\u7edc\u7684\u53ef\u80fd\u6027\uff0c\u53ea\u8981\u88ab\u8bc4\u4f30\u7684\u5174\u8da3\u5047\u8bbe\u8db3\u591f\u63a5\u8fd1\u771f\u76f8\u3002<\/span><\/section>\n


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

    \n
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    <\/p>\n

    \u8fd1\u5730\u70b9: <\/strong><\/span><\/p>\n

    \u533a\u5757\u94fe\u7684\u9ad8\u6548\u5bf9\u7b49\u7f51\u7edc\u8bbe\u8ba1<\/strong><\/span><\/strong><\/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

    Perigee: Efficient Peer-to-Peer Network Design for Blockchains<\/span><\/h2>\n

    \u5730\u5740\uff1a<\/span><\/strong>
    <\/span><\/h2>\n
    http:\/\/arxiv.org\/abs\/2006.14186<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/strong>
    <\/span><\/section>\n
    Yifan Mao,Soubhik Deb,Shaileshh Bojja Venkatakrishnan,Sreeram Kannan,Kannan Srinivasan<\/span><\/section>\n

    <\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong>\u5757\u73af\u94fe\u4e2d\u7684\u4e00\u4e2a\u5173\u952e\u6027\u80fd\u6307\u6807\u662f\u4e8b\u52a1\u5e7f\u64ad\u548c\u786e\u8ba4\u4e4b\u95f4\u7684\u5ef6\u8fdf(\u6240\u8c13\u7684\u786e\u8ba4\u5ef6\u8fdf)\u3002\u867d\u7136\u4e00\u81f4\u6027\u6280\u672f\u7684\u6539\u8fdb\u53ef\u4ee5\u964d\u4f4e\u786e\u8ba4\u5ef6\u8fdf\uff0c\u4f46\u786e\u8ba4\u5ef6\u8fdf\u7684\u4e00\u4e2a\u57fa\u672c\u4e0b\u9650\u662f\u6d88\u606f\u901a\u8fc7\u6f5c\u5728\u7684\u5bf9\u7b49(p2p)\u7f51\u7edc\u7684\u4f20\u64ad\u5ef6\u8fdf(\u6bd4\u7279\u5e01\u7684\u4f20\u64ad\u5ef6\u8fdf\u4e3a\u51e0\u5341\u79d2)\u3002\u6bd4\u7279\u5e01\u548c\u5176\u4ed6\u533a\u5757\u94fe\u4f7f\u7528\u7684\u4e8b\u5b9e\u4e0a\u7684 p2p \u534f\u8bae\u662f\u57fa\u4e8e\u968f\u673a\u8fde\u63a5: \u6bcf\u4e2a\u8282\u70b9\u8fde\u63a5\u5230\u4e00\u4e2a\u968f\u673a\u5b50\u96c6\u7684\u8282\u70b9\u3002\u7531\u4e8e\u5b83\u5ffd\u7565\u4e86\u5730\u7406\u8ddd\u79bb\u3001\u5e26\u5bbd\u5dee\u5f02\u3001\u6563\u5217\u80fd\u529b\u548c\u5bf9\u7b49\u70b9\u4e4b\u95f4\u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u6240\u4ee5\u8bf1\u5bfc\u7684 p2p \u7f51\u7edc\u62d3\u6251\u53ef\u80fd\u662f\u975e\u5e38\u6b21\u4f18\u7684\u3002\u6211\u4eec\u63d0\u51fa\u4e86 Perigee\uff0c\u4e00\u4e2a\u5206\u6563\u7b97\u6cd5\uff0c\u81ea\u52a8\u5b66\u4e60\u4e00\u4e2a\u6709\u6548\u7684 p2p \u62d3\u6251\u8c03\u6574\u5230\u4e0a\u8ff0\u7f51\u7edc\u5f02\u6784\u6027\uff0c\u7eaf\u7cb9\u57fa\u4e8e\u8282\u70b9\u7684\u4ea4\u4e92\u4e0e\u4ed6\u4eec\u7684\u90bb\u5c45\u3002\u53d7\u5230\u5173\u4e8e\u591a\u81c2\u8001\u864e\u673a\u95ee\u9898\u7684\u6587\u732e\u7684\u63a8\u52a8\uff0cPerigee \u5728\u4fdd\u6301\u4e0e\u5df2\u77e5\u5173\u7cfb\u5bc6\u5207\u7684\u90bb\u5c45\u4e4b\u95f4\u7684\u8054\u7cfb\u548c\u63a2\u7d22\u4e0e\u4ee5\u524d\u672a\u89c1\u8fc7\u7684\u90bb\u5c45\u4e4b\u95f4\u7684\u65b0\u8054\u7cfb\u4e4b\u95f4\u8fdb\u884c\u4e86\u6700\u4f73\u5e73\u8861\u3002\u5b9e\u9a8c\u8bc4\u4f30\u8868\u660e\uff0c\u8fd1\u5730\u70b9\u53ef\u4ee5\u51cf\u5c1133% \u7684\u5e7f\u64ad\u5ef6\u8fdf\u3002\u6700\u540e\uff0cPerigee \u662f\u7b80\u5355\u7684\uff0c\u8ba1\u7b97\u91cf\u8f7b\uff0c\u6297\u5bf9\u624b\uff0c\u5e76\u517c\u5bb9\u81ea\u79c1\u7684\u5bf9\u7b49\u70b9\u7684\u5174\u8da3\uff0c\u4f7f\u5176\u6210\u4e3a\u4e00\u4e2a\u6709\u5438\u5f15\u529b\u7684 p2p \u5c01\u9501\u94fe\u534f\u8bae\u3002<\/span><\/section>\n


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

    \n
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    <\/p>\n

    \u79cd\u7fa4\u535a\u5f08\u4e2d<\/strong><\/span><\/p>\n

    \u81ea\u4e3b\u5b66\u4e60\u4e3b\u4f53\u7684\u6f14\u5316\u52a8\u529b\u5b66<\/strong><\/span><\/strong><\/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 Evolutionary Dynamics of Independent Learning Agents in Population Games<\/span><\/h2>\n

    \u5730\u5740\uff1a<\/span><\/strong>
    <\/span><\/h2>\n
    http:\/\/arxiv.org\/abs\/2006.16068<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/strong>
    <\/span><\/section>\n
    Shuyue Hu,Chin-Wing Leung,Ho-fung Leung,Harold Soh<\/span><\/section>\n

    <\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong>\u7406\u89e3\u5728\u591a\u667a\u80fd\u4f53\u73af\u5883\u4e0b\u5f3a\u5316\u5b66\u4e60\u7684\u8fdb\u5316\u52a8\u529b\u5b66\u4e00\u76f4\u662f\u4e00\u4e2a\u60ac\u800c\u672a\u51b3\u7684\u95ee\u9898\u3002\u4ee5\u524d\u7684\u5de5\u4f5c\u4e3b\u8981\u96c6\u4e2d\u57282\u4eba\u6e38\u620f\u4e0a\uff0c\u800c\u6211\u4eec\u8003\u8651\u4eba\u53e3\u6e38\u620f\uff0c\u8fd9\u79cd\u6e38\u620f\u6a21\u578b\u662f\u7531\u5c0f\u7684\u548c\u533f\u540d\u7684\u4ee3\u7406\u7ec4\u6210\u7684\u5927\u89c4\u6a21\u4eba\u53e3\u7684\u6218\u7565\u4e92\u52a8\u3002\u672c\u6587\u63d0\u51fa\u4e86\u968f\u673a\u8fc7\u7a0b\u4e0e\u57fa\u4e8e\u5956\u52b1\u4fe1\u53f7\u8fdb\u884c\u63a8\u7406\u7684\u81ea\u4e3b\u5b66\u4e60\u4ee3\u7406\u52a8\u529b\u5b66\u4e4b\u95f4\u7684\u5f62\u5f0f\u5173\u7cfb\u3002\u4f7f\u7528\u4e3b\u65b9\u7a0b\u7684\u65b9\u6cd5\uff0c\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u65b0\u7684\u7edf\u4e00\u7684\u6846\u67b6\uff0c\u901a\u8fc7\u4e00\u4e2a\u5355\u4e00\u7684\u65cf\u7fa4\u52a8\u6001\u63cf\u8ff0\u504f\u5fae\u5206\u65b9\u7a0b(\u5b9a\u74061)\u3002\u901a\u8fc7\u4e00\u4e2a\u6d89\u53ca\u4ea4\u53c9\u5b66\u4e60\u4ee3\u7406\u7684\u6848\u4f8b\u7814\u7a76\uff0c\u6211\u4eec\u8bf4\u660e\u5b9a\u74061\u5141\u8bb8\u6211\u4eec\u8bc6\u522b\u5b9a\u6027\u4e0d\u540c\u7684\u8fdb\u5316\u52a8\u6001\uff0c\u5206\u6790\u7a33\u5b9a\u72b6\u6001\uff0c\u5e76\u83b7\u5f97\u5bf9\u79cd\u7fa4\u9884\u671f\u884c\u4e3a\u7684\u6d1e\u5bdf\u529b\u3002\u6b64\u5916\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u5e7f\u6cdb\u7684\u5b9e\u9a8c\u7ed3\u679c\uff0c\u9a8c\u8bc1\u4e86\u5b9a\u74061\u9002\u7528\u4e8e\u5404\u79cd\u5b66\u4e60\u65b9\u6cd5\u548c\u7fa4\u4f53\u535a\u5f08\u3002<\/span><\/section>\n


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

    \n
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    <\/p>\n

    \u4eba\u673a\u4ea4\u4e92\u73af\u5883\u4e0b\u7684<\/strong><\/span><\/p>\n

    \u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u53cd\u9988<\/strong><\/span><\/strong><\/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

    Deep Reinforcement Learning with Interactive Feedback in a Human-Robot Environment<\/span><\/h2>\n

    \u5730\u5740\uff1a<\/span><\/strong>
    <\/span><\/h2>\n
    http:\/\/arxiv.org\/abs\/2007.03363<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/strong>
    <\/span><\/section>\n
    Ithan Moreira,Javier Rivas,Francisco Cruz,Richard Dazeley,Angel Ayala,Bruno Fernandes<\/span><\/section>\n

    <\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong>\u673a\u5668\u4eba\u6bcf\u5929\u90fd\u5728\u6269\u5927\u5b83\u4eec\u5728\u5bb6\u5ead\u73af\u5883\u4e2d\u7684\u5b58\u5728\uff0c\u5728\u5bb6\u5ead\u73af\u5883\u4e2d\u6267\u884c\u4efb\u52a1\u7684\u73b0\u8c61\u8d8a\u6765\u8d8a\u666e\u904d\u3002\u5728\u672a\u6765\uff0c\u673a\u5668\u4eba\u5c06\u8d8a\u6765\u8d8a\u591a\u5730\u6267\u884c\u66f4\u590d\u6742\u7684\u4efb\u52a1\uff0c\u56e0\u6b64\uff0c\u80fd\u591f\u5c3d\u5feb\u4ece\u4e0d\u540c\u6765\u6e90\u83b7\u5f97\u7ecf\u9a8c\u3002\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u7684\u4e00\u4e2a\u53ef\u884c\u7684\u65b9\u6cd5\u662f\u4ea4\u4e92\u5f0f\u53cd\u9988\uff0c\u6559\u7ec3\u5efa\u8bae\u5b66\u4e60\u8005\u4ece\u7279\u5b9a\u7684\u72b6\u6001\u91c7\u53d6\u54ea\u4e9b\u884c\u52a8\u6765\u52a0\u901f\u5b66\u4e60\u8fc7\u7a0b\u3002\u6b64\u5916\uff0c\u6df1\u6d77\u5f3a\u5316\u5b66\u4e60\u6700\u8fd1\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u673a\u5668\u4eba\u5b66\u4e60\u73af\u5883\u548c\u81ea\u4e3b\u83b7\u53d6\u65b0\u6280\u80fd\u3002\u7136\u800c\uff0c\u5f53\u4f7f\u7528\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u65f6\uff0c\u4e00\u4e2a\u516c\u5f00\u7684\u95ee\u9898\u662f\u4ece\u539f\u59cb\u8f93\u5165\u56fe\u50cf\u4e2d\u5b66\u4e60\u4efb\u52a1\u6240\u9700\u7684\u8fc7\u591a\u65f6\u95f4\u3002\u5728\u8fd9\u9879\u5de5\u4f5c\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u5e26\u6709\u4ea4\u4e92\u53cd\u9988\u7684\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u65b9\u6cd5\u6765\u5b66\u4e60\u5728\u4eba-\u673a\u5668\u4eba\u573a\u666f\u4e2d\u7684\u5bb6\u5ead\u4efb\u52a1\u3002\u6211\u4eec\u6bd4\u8f83\u4e863\u79cd\u4e0d\u540c\u7684\u5b66\u4e60\u65b9\u6cd5\uff0c\u4f7f\u7528\u6a21\u62df\u673a\u68b0\u81c2\u7ec4\u7ec7\u4e0d\u540c\u7684\u5bf9\u8c61\uff0c\u63d0\u51fa\u7684\u65b9\u6cd5\u662f: (i)\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60(DeepRL) \uff0c(ii)\u4ea4\u4e92\u5f0f\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u4f7f\u7528\u4ee5\u524d\u8bad\u7ec3\u8fc7\u7684\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u4f5c\u4e3a\u987e\u95ee(agent-IDeepRL) \uff0c\u548c(iii)\u4ea4\u4e92\u5f0f\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u4f7f\u7528\u4eba\u7c7b\u987e\u95ee(human-IDeepRL)\u3002\u6211\u4eec\u8bc1\u660e\u4e86\u4ea4\u4e92\u5f0f\u65b9\u6cd5\u4e3a\u5b66\u4e60\u8fc7\u7a0b\u63d0\u4f9b\u4e86\u4f18\u52bf\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u4f7f\u7528 agent-IDeepRL \u6216 human-IDeepRL \u7684\u5b66\u4e60\u4ee3\u7406\u80fd\u591f\u66f4\u65e9\u5730\u5b8c\u6210\u7ed9\u5b9a\u7684\u4efb\u52a1\uff0c\u5e76\u4e14\u4e0e\u81ea\u4e3b DeepRL \u65b9\u6cd5\u76f8\u6bd4\u9519\u8bef\u66f4\u5c11\u3002<\/span><\/section>\n

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


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    <\/strong>\u5229\u7528\u8282\u70b9\u590d\u5236\uff0c\u9632\u6b62\u56fe\u7f51\u7edc\u906d\u5230\u62d3\u6251\u653b\u51fb | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901230\u7bc7<\/a>
    <\/p>\n

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

    COVID-19\u540e\u4e16\u754c\u822a\u7a7a\u7f51\u7edc\u8bbe\u60f3\u65b9\u6848 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901226\u7bc7<\/strong><\/a>
    <\/p>\n

    \u4f7f\u7528\u65f6\u7a7a\u56fe\u795e\u7ecf\u7f51\u7edc\u68c0\u9a8c\u5bf9\u65b0\u51a0\u75c5\u6bd2\u80ba\u708e\u7684\u9884\u6d4b | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901235\u7bc7<\/strong><\/a>
    <\/p>\n

    \u65b0\u56e2\u961f\u5728\u521b\u65b0\u548c\u591a\u5b66\u79d1\u7814\u7a76\u4e2d\u7684\u5173\u952e\u4f5c\u7528 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901225\u7bc7<\/strong><\/a>
    <\/p>\n

    \u4f7f\u7528 Page Rank \u968f\u673a\u6f2b\u6b65\u7684\u7f51\u7edc\u5bfc\u822a | \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


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

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

    \n

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

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


    <\/p>\n

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

    \n

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

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


    <\/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><\/div>\n","protected":false},"excerpt":{"rendered":"

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