{"id":44736,"date":"2023-08-29T20:50:07","date_gmt":"2023-08-29T12:50:07","guid":{"rendered":"https:\/\/swarma.org\/?p=44736"},"modified":"2023-08-29T20:50:07","modified_gmt":"2023-08-29T12:50:07","slug":"pnas-%e9%80%9f%e9%80%92%ef%bc%9a%e5%9f%ba%e4%ba%8e%e6%9c%89%e9%99%90%e7%8a%b6%e6%80%81%e6%8e%a7%e5%88%b6%e5%99%a8%e7%9a%84%e5%97%85%e8%a7%89%e6%90%9c%e7%b4%a2","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=44736","title":{"rendered":"PNAS \u901f\u9012\uff1a\u57fa\u4e8e\u6709\u9650\u72b6\u6001\u63a7\u5236\u5668\u7684\u55c5\u89c9\u641c\u7d22"},"content":{"rendered":"
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\u5173\u952e\u8bcd\uff1a\u55c5\u89c9\u641c\u7d22\uff0c\u795e\u7ecf\u7f16\u7801\uff0c\u8bb0\u5fc6\u7a7a\u95f4\uff0c\u6709\u9650\u72b6\u6001\u63a7\u5236\u5668\uff0c\u9a6c\u5c14\u53ef\u592b\u51b3\u7b56\u8fc7\u7a0b<\/span><\/strong><\/strong><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/strong><\/strong><\/span><\/p>\n


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\u8bba\u6587\u9898\u76ee\uff1aOlfactory search with finite-state controllers<\/span><\/section>\n
\u6591\u56fe\u5730\u5740\uff1ahttps:\/\/pattern.swarma.org\/paper\/f0d502a4-3b03-11ee-9320-0242ac17000d<\/span><\/section>\n
\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.pnas.org\/doi\/10.1073\/pnas.2304230120<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n

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\u52a8\u7269\u7ecf\u5e38\u4f7f\u7528\u6c14\u5473\u6765\u4f20\u9012\u4fe1\u606f\uff0c\u8fd9\u4e9b\u4fe1\u606f\u901a\u8fc7\u98ce\u4f20\u64ad\u5230\u8fdc\u65b9\u3002\u5728\u63a5\u6536\u7aef\uff0c\u4fe1\u53f7\u9010\u6e10\u8870\u51cf\u5e76\u5728\u6e4d\u6d41\u7684\u5927\u6c14\u6d41\u4e2d\u53d8\u5f62\u3002\u5c3d\u7ba1\u5982\u6b64\uff0c\u6606\u866b\u80fd\u591f\u89e3\u7801\u9047\u5230\u7684\u7a00\u758f\u6c14\u5473\u5e8f\u5217\uff0c\u5e76\u5229\u7528\u8fd9\u4e9b\u5173\u4e8e\u6e90\u4f4d\u7f6e\u7684\u4fe1\u606f\u6765\u6784\u5efa\u6210\u529f\u7684\u641c\u7d22\u7b56\u7565\u3002\u8bb0\u5fc6\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\u5177\u6709\u5173\u952e\u4f5c\u7528\uff0c\u6606\u866b\u5fc5\u987b\u4fdd\u7559\u6709\u5173\u5148\u524d\u6c14\u5473\u68c0\u6d4b\u7684\u5386\u53f2\u3002<\/span><\/section>\n

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\u8fdc\u8ddd\u79bb\u7684\u55c5\u89c9\u641c\u7d22\u662f\u4e00\u9879\u6781\u5176\u56f0\u96be\u7684\u4efb\u52a1\uff0c\u56e0\u4e3a\u6c14\u5473\u4fe1\u53f7\u7684\u7a00\u758f\u6027\u548c\u5173\u4e8e\u6e90\u4f4d\u7f6e\u4fe1\u606f\u7684\u590d\u6742\u7f16\u7801\u3002\u5f53\u524d\u7684\u7b97\u6cd5\u65b9\u6cd5\u901a\u5e38\u9700\u8981\u4e00\u4e2a\u8fde\u7eed\u7684\u8bb0\u5fc6\u7a7a\u95f4\uff0c\u6709\u65f6\u9700\u8981\u5f88\u9ad8\u7ef4\u5ea6\uff0c\u8fd9\u53ef\u80fd\u963b\u788d\u5176\u4f18\u5316\uff0c\u5e76\u4e14\u5e38\u5e38\u4f7f\u5176\u89e3\u91ca\u53d8\u5f97\u6a21\u7cca\u3002<\/span><\/section>\n

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\u5728\u4e00\u822c\u5c42\u9762\uff0c\u55c5\u89c9\u641c\u7d22\u662f\u90e8\u5206\u53ef\u89c2\u5bdf\u9a6c\u5c14\u53ef\u592b\u51b3\u7b56\u8fc7\u7a0b<\/span>\uff08Partially Observable Markov Decision Process\uff0cPOMDP\uff09<\/span>\u7684\u4e00\u4e2a\u7279\u5b9a\u5b9e\u4f8b\u3002\u8fd9\u9879\u7814\u7a76\u5c55\u793a\u4e86\u6709\u9650\u72b6\u6001\u63a7\u5236\u5668<\/span>\uff08finite-state controller\uff09<\/span>\uff0c\u5177\u6709\u5c11\u91cf\u79bb\u6563\u5185\u5b58\u72b6\u6001\uff0c\u8db3\u591f\u8868\u73b0\u51fa\u7c7b\u4f3c\u4e8e\u751f\u7269\u4f53\u5185\u89c2\u5bdf\u5230\u7684\u4e30\u5bcc\u7684\u3001\u65f6\u95f4\u5ef6\u957f\u7684\u884c\u4e3a\u6a21\u5757\u3002\u4e3a\u55c5\u89c9\u641c\u7d22\u4f18\u5316\u7684\u6709\u9650\u72b6\u6001\u63a7\u5236\u5668\u53ef\u4ee5\u5373\u65f6\u89e3\u91ca\u4e3a\u8fd1\u4f3c\u65f6\u949f\u548c\u7c97\u7c92\u5ea6\u7a7a\u95f4\u5730\u56fe\uff0c\u8868\u660e\u4e0e\u641c\u7d22\u884c\u4e3a\u7684\u795e\u7ecf\u6a21\u578b\u5b58\u5728\u8054\u7cfb\u3002<\/span><\/section>\n

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\u56fe1. \u86fe\u5b50\u5728\u6e4d\u6d41\u7684\u7a7a\u6c14\u4e2d\u5bfb\u627e\u6c14\u5473\u6765\u6e90\u7684\u8f68\u8ff9\u793a\u610f\u56fe\u3002<\/span><\/section>\n

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\u56fe2. \u55c5\u89c9\u641c\u7d22\u7684 Cast-and-Surge \u7b97\u6cd5\uff0c\u8bb0\u5fc6\u4f5c\u4e3a\u65f6\u949f\u3002\u5de6\u56fe\u662f\u4e00\u4e2a\u5178\u578b\u7684\u641c\u7d22\u8f68\u8ff9\uff0c\u84dd\u8272\u70b9\u8868\u793a\u68c0\u6d4b\u4e8b\u4ef6\u3002\u53f3\u8fb9\u663e\u793a\u4e86\u8bb0\u5fc6\u7a7a\u95f4\u4e2d\u7684\u8fdb\u7a0b\u3002<\/span><\/p>\n


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\u56fe3. \u55c5\u89c9\u641c\u7d22\u7684\u8d1d\u53f6\u65af\u65b9\u6cd5\uff0c\u8bb0\u5fc6\u4f5c\u4e3a\u5730\u56fe\u3002<\/span><\/section>\n

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\u56fe4. \u5177\u6709 |M| = 3 \u4e2a\u8bb0\u5fc6\u7684\u6700\u4f18\u63a7\u5236\u5668\u53d1\u73b0\u4e00\u79cd\u7a0b\u5f0f\u5316\u7684 surge\/cast \u7b56\u7565\u3002\uff08a\uff09\u5178\u578b\u7684\u8f68\u8ff9\uff0c\u6839\u636e\u8bb0\u5fc6\u72b6\u6001\u7740\u8272\uff0c\u68c0\u6d4b\u663e\u793a\u9ed1\u70b9\u3002\uff08b\uff09\u6709\u9650\u72b6\u6001\u63a7\u5236\u5668\u7684\u793a\u610f\u56fe\u3002c,d,e\uff09\u7a7a\u95f4\u8bb0\u5fc6\u5360\u7528\u6982\u7387\u7684\u70ed\u56fe\u3002\uff08f\uff09\u957f\u8f68\u8ff9\u7684\u4f8b\u5b50\u3002<\/span><\/p>\n


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NeuroAI\u8bfb\u4e66\u4f1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><\/p>\n

NeuroAI \u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u63a2\u7d22\u795e\u7ecf\u79d1\u5b66\u4e0e\u4eba\u5de5\u667a\u80fd\u7684\u524d\u6cbf\u4ea4\u53c9\u9886\u57df<\/a><\/span><\/strong>
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\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/p>\n

\u200d<\/span>1. <\/strong>\u4f5c\u4e3a\u56e0\u679c\u79d1\u5b66\u5bb6\u7684\u795e\u7ecf\u7cfb\u7edf\uff1a\u56e0\u679c\u7f16\u7801<\/a><\/strong><\/span><\/strong><\/section>\n
2.<\/strong> Nat. Commun. \u901f\u9012\uff1a\u5185\u55c5\u7f51\u683c\u72b6\u7f16\u7801\u548c\u65f6\u95f4\u9501\u5b9a\u7684\u7f51\u7edc\u52a8\u529b\u5b66\u8ffd\u8e2a\u5176\u4ed6\u5728\u7a7a\u95f4\u4e2d\u5bfc\u822a\u7684\u4eba<\/a><\/strong><\/span><\/strong><\/section>\n
3. <\/strong><\/strong>\u524d\u6cbf\u7efc\u8ff0\uff1a\u5927\u8111\u590d\u6742\u81ea\u9002\u5e94\u52a8\u529b\u5b66\u7684\u795e\u7ecf\u8c03\u8282\u63a7\u5236<\/a><\/strong><\/strong><\/span><\/strong><\/strong><\/section>\n
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4. <\/strong><\/strong><\/span>\u5f20\u6c5f\uff1a\u7b2c\u4e09\u4ee3\u4eba\u5de5\u667a\u80fd\u6280\u672f\u57fa\u7840\u2014\u2014\u4ece\u53ef\u5fae\u5206\u7f16\u7a0b\u5230\u56e0\u679c\u63a8\u7406 | \u96c6\u667a\u5b66\u56ed\u5168\u65b0\u8bfe\u7a0b<\/a><\/strong><\/strong><\/span><\/section>\n
5. <\/strong><\/strong>\u52a0\u5165\u96c6\u667a\u5b66\u56edVIP\uff0c\u83b7\u5f9720\u5468\u5e74\u201c\u6d8c\u73b0\u201d\u5b66\u672f\u5e74\u4f1a\u5165\u573a\u5238\uff01<\/a><\/strong><\/strong><\/strong><\/strong><\/span><\/section>\n
6. <\/strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/section>\n

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\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/strong><\/strong><\/span><\/strong><\/section>\n

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\u5173\u952e\u8bcd\uff1a\u55c5\u89c9\u641c\u7d22\uff0c\u795e\u7ecf\u7f16\u7801\uff0c\u8bb0\u5fc6\u7a7a\u95f4\uff0c\u6709\u9650\u72b6\u6001\u63a7\u5236\u5668\uff0c\u9a6c\u5c14\u53ef\u592b\u51b3\u7b56\u8fc7\u7a0b \u8bba\u6587\u9898\u76ee\uff1aOlfactory search with finite-state controllers \u6591\u56fe\u5730\u5740\uff1ahttps:\/\/pattern.swarma.org\/paper\/f0d502a4-3b03-11ee-9320-…<\/p>\n","protected":false},"author":0,"featured_media":44729,"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\/44736"}],"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"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=44736"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/44736\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/44729"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=44736"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=44736"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=44736"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=44736"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}