

{"id":37822,"date":"2021-02-05T00:00:56","date_gmt":"2021-02-04T16:00:56","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=37822"},"modified":"2021-12-10T11:52:14","modified_gmt":"2021-12-10T03:52:14","slug":"%e5%be%9e%e7%81%ab%e9%80%86%e7%9c%8b%e5%a4%a9%e9%ab%94%e9%81%8b%e8%a1%8c-ai%e7%ab%9f%e7%84%b6%e8%88%87%e5%93%a5%e7%99%bd%e5%b0%bc%e6%9c%89%e8%91%97%e7%9b%b8%e5%90%8c%e7%9a%84%e7%b5%90%e8%ab%96","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=37822","title":{"rendered":"\u5f9e\u706b\u9006\u770b\u5929\u9ad4\u904b\u884c AI\u7adf\u7136\u8207\u54e5\u767d\u5c3c\u6709\u8457\u76f8\u540c\u7684\u7d50\u8ad6"},"content":{"rendered":"<div class=\"single-post-media clr\">\n<div class=\"post-thumbnail\"><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2021\/02\/Copernicus.jpg\" alt=\"\u5f9e\u706b\u9006\u770b\u5929\u9ad4\u904b\u884c 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class=\"pf-content\">\n<p><strong>\u7de8\u8b6f\uff0f\u912d\u4f0a\u8ed2<\/strong><\/p>\n<p><strong>\u4e0d\u4e00\u6a23\u7684\u795e\u7d93\u7db2\u8def<\/strong><\/p>\n<p>\u7e31\u89c0\u904e\u53bb\u7684\u79d1\u5b78\u6f14\u9032\uff0c\u4e43\u81f3\u4eca\u65e5\uff0c\u7269\u7406\u5b78\u5bb6\u5728\u7406\u8ad6\u767c\u5c55\u7684\u904e\u7a0b\u4e2d\uff0c\u4e00\u8a00\u4ee5\u853d\u4e4b\u90fd\u662f\u5c07\u300c\u8907\u96dc\u7684\u73fe\u8c61\u300d\u9010\u6b65\u62c6\u89e3\u70ba\u300c\u7c21\u55ae\u7684\u898f\u5247\u300d\uff0c\u5c07\u932f\u7d9c\u7d1b\u96dc\u7684\u73fe\u8c61\u6fc3\u7e2e\u6210\u7c21\u77ed\u4fd0\u843d\u7684\u516c\u5f0f\uff0c\u4e26\u4ee5\u4e4b\u63cf\u8ff0\u3001\u7406\u89e3\u8207\u9810\u6e2c\u9019\u4e16\u754c\u7684\u904b\u884c\u3002<\/p>\n<p>\u4e4d\u807d\u4e4b\u4e0b\uff0c\u9019\u8207\u4eba\u5de5\u795e\u7d93\u7db2\u8def\u7684\u904b\u4f5c\u80cc\u9053\u800c\u99b3\u3002\u50b3\u7d71\u795e\u7d93\u7db2\u8def\u5728\u5b78\u7fd2\u8fa8\u8a8d\u4e8b\u7269\u6642\uff0c\u5fc5\u9808\u5148\u7531\u5927\u91cf\u6578\u64da\u4e2d\u63d0\u53d6\u51fa\u7279\u5fb5\uff0c\u518d\u7531\u9019\u4e9b\u7279\u5fb5\u9023\u7d50\u5230\u4e8b\u7269\u7684\u7a2e\u985e\u8207\u6a19\u7c64\u3002\u300c\u77e5\u8b58\u300d\u88ab\u96b1\u85cf\u5728\u795e\u7d93\u7db2\u8def\u4e2d\u7684\u5404\u500b\u7bc0\u9ede\u8207\u8907\u96dc\u7684\u9023\u7d50\u4e2d\uff0c\u4e0d\u50c5\u96e3\u4ee5\u9810\u6e2c\uff0c\u66f4\u9051\u8ad6\u89e3\u91cb\u5176\u904b\u4f5c\u904e\u7a0b\u3002<\/p>\n<p>\u7136\u800c\u745e\u58eb\u8607\u9ece\u4e16\u806f\u90a6\u7406\u5de5\u5b78\u9662\u7269\u7406\u5b78\u5bb6Renato Renner\u548c\u4ed6\u7684\u5718\u968a\u6240\u958b\u767c\u7684SciNet\uff0c\u537b\u6709\u4e9b\u8207\u773e\u4e0d\u540c\u3002SciNet\u7531\u5169\u500b\u5b50\u7db2\u8def\u7d44\u6210\uff1a\u5176\u4e2d\u4e00\u500b\u5b50\u7db2\u8def\u8ca0\u8cac\u5206\u6790\u5f97\u5230\u7684\u6578\u64da\uff0c\u4e26\u5f9e\u4e2d\u5b78\u7fd2\uff1b\u53e6\u4e00\u500b\u5b50\u7db2\u8def\u5247\u8ca0\u8cac\u904b\u7528\u524d\u4e00\u500b\u7db2\u8def\u6240\u5b78\u7fd2\u5230\u7684\u300c\u7d93\u9a57\u300d\u4f86\u505a\u9810\u6e2c\uff0c\u4e26\u4e14\u6aa2\u9a57\u9019\u4e9b\u9810\u6e2c\u662f\u5426\u6e96\u78ba\u3002\u5169\u500b\u5b50\u7db2\u8def\u4e4b\u9593\u53ea\u6709\u5c11\u8a31\u7684\u9023\u7d50\uff0c\u8feb\u4f7f\u524d\u8005\uff08\u8ca0\u8cac\u5206\u6790\u548c\u5b78\u7fd2\uff09\u5fc5\u9808\u4ee5\u66f4\u7cbe\u7149\u3001\u7c21\u6f54\u7684\u65b9\u5f0f\u8207\u5f8c\u8005\uff08\u8ca0\u8cac\u9810\u6e2c\u548c\u6aa2\u9a57\uff09\u4f86\u56de\u50b3\u905e\u8a0a\u606f\uff0c\u300c\u5c31\u50cf\u662f\u4e00\u540d\u8001\u5e2b\u5982\u4f55\u5c07\u77e5\u8b58\u50b3\u6388\u7d66\u5b78\u751f\u7684\u904e\u7a0b\u300d\u3002<\/p>\n<p><strong>\u8a6d\u8b4e\u7684\u706b\u661f<\/strong><\/p>\n<div id=\"attachment_84581\" class=\"wp-caption alignright\"><img decoding=\"async\" class=\"wp-image-84581\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2021\/02\/epicycle-1.png\" alt=\"\" width=\"319\" height=\"346\" \/><\/p>\n<p class=\"wp-caption-text\">\u5730\u5fc3\u8aaa\u8a8d\u70ba\uff1a\u706b\u661f\u4e4b\u6240\u4ee5\u9006\u884c\uff0c\u662f\u56e0\u70ba\u5176\u5728\u7e5e\u884c\u672c\u8f2a\u7684\u540c\u6642\uff0c\u4e5f\u7e5e\u8457\u5747\u8f2a\u904b\u52d5\u6240\u5c0e\u81f4\u3002\uff08\u5716\u7247\u4f86\u6e90\uff1aCococubed\uff09<\/p>\n<\/div>\n<p>\u5341\u516d\u4e16\u7d00\u6642\uff0c\u5730\u5fc3\u8aaa\u4ecd\u662f\u4e3b\u6d41\uff0c\u8a31\u591a\u884c\u661f\uff08\u5305\u542b\u706b\u661f\u5728\u5167\uff09\u7684\u9006\u884c\u73fe\u8c61\uff08retrograde\uff09\u56f0\u64fe\u8457\u7576\u6642\u7684\u5929\u6587\u5b78\u5bb6\u3002\u4ed6\u5011\u6700\u7d42\u627e\u5230\u4e00\u7a2e\u81ea\u5713\u5176\u8aaa\u7684\u8aaa\u6cd5\uff1a\u706b\u661f\u5728\u4e00\u500b\u7a31\u70ba\u300c\u672c\u8f2a\u300d\uff08epicycle\uff09\u7684\u5c0f\u5713\u5708\u4e0a\u904b\u52d5\u7684\u540c\u6642\uff0c\u4e5f\u6cbf\u8457\u4e00\u500b\u7a31\u70ba\u300c\u5747\u8f2a\u300d\uff08deferent\uff09\u7684\u8f03\u5927\u5713\u5708\u4e0a\u904b\u52d5\u3002\u7136\u800c\u54e5\u767d\u5c3c\u537b\u63d0\u4f9b\u4e86\u53e6\u4e00\u500b\u66f4\u7c21\u6f54\u7684\u89e3\u91cb\u6a21\u578b\uff1a\u592a\u967d\u4f4d\u65bc\u592a\u967d\u7cfb\u4e2d\u5fc3\uff0c\u4e26\u88ab\u5176\u4ed6\u661f\u9ad4\u7e5e\u8f49\u3002<\/p>\n<p>SciNet\u6700\u521d\u7684\u5e7e\u9805\u4efb\u52d9\u4e4b\u4e00\uff0c\u5c31\u662f\u9810\u6e2c\u592a\u967d\u548c\u706b\u661f\u7684\u904b\u884c\u8ecc\u9053\u3002\u7814\u7a76\u5718\u968a\u5148\u662f\u5c07\u5730\u7403\u4e0a\u770b\u5230\u7684\u592a\u967d\u8207\u706b\u661f\u7684\u89c0\u6e2c\u8cc7\u6599\u8f38\u5165SciNet\uff0c\u63a5\u8457\u4fbf\u4ea4\u7531SciNet\u81ea\u884c\u904b\u7b97\u3002\u4ee4\u4eba\u9a5a\u5606\u7684\u662f\uff0cSciNet\u6700\u5f8c\u7d66\u51fa\u7684\u706b\u661f\u8ecc\u9053\u9810\u6e2c\uff0c\u7adf\u8207\u5341\u516d\u4e16\u7d00\u6642\u7684\u54e5\u767d\u5c3c\u4e0d\u8b00\u800c\u5408\uff0c\u6697\u793a\u8457\u592a\u967d\u624d\u662f\u592a\u967d\u7cfb\u7684\u4e2d\u5fc3\u3002\u4e00\u500bAI\u7adf\u7136\u81ea\u5df1\u9818\u609f\u5230\u4e86\u9019\u500b\u4eba\u985e\u79d1\u5b78\u53f2\u4e0a\u6700\u91cd\u8981\u7684\u5178\u7bc4\u8f49\u79fb\uff01<\/p>\n<p><strong>\u7269\u7406\u5b78\u5bb6\u7684\u672a\u4f86<\/strong><\/p>\n<p>\u96d6\u7136\u56b4\u683c\u4f86\u8aaa\uff0cSciNet\u5728\u9019\u6b21\u5be6\u9a57\u4e2d\u7684\u300c\u767c\u73fe\u300d\u8207\u5341\u516d\u4e16\u7d00\u6642\u54e5\u767d\u5c3c\u6709\u4e9b\u4e0d\u540c\uff1aSciNet\u6240\u6b78\u7d50\u51fa\u7684\u6578\u5b78\u5f0f\u4ecd\u9700\u8981\u4eba\u985e\u7269\u7406\u5b78\u5bb6\u7684\u53c3\u8207\u8207\u8a6e\u91cb\uff0c\u624d\u80fd\u5c07\u5176\u5c0d\u61c9\u5230\u6b32\u89e3\u91cb\u7684\u7269\u7406\u73fe\u8c61\u3002<\/p>\n<p>\u4f46\u7121\u8ad6\u5982\u4f55\uff0c\u4eba\u5de5\u795e\u7d93\u7db2\u8def\u53ef\u4ee5\u5728\u4e0d\u5177\u5099\u9ad8\u6df1\u7269\u7406\u6216\u6578\u5b78\u77e5\u8b58\u7684\u524d\u63d0\u4e0b\uff0c\u5fc3\u7121\u65c1\u9a16\u5730\u5f9e\u832b\u832b\u89c0\u5bdf\u8cc7\u6599\u4e2d\u300c\u7be9\u9078\u51fa\u300d\u89e3\u91cb\u7279\u5b9a\u7269\u7406\u73fe\u8c61\u5fc5\u9808\u7684\u8b8a\u91cf\u3002\u800c\u9019\u7a2e\u80fd\u5920\u6311\u9078\u51fa\u95dc\u9375\u8b8a\u91cf\u7684\u80fd\u529b\uff0c\u6b63\u662f\u4e0d\u540c\u9818\u57df\u7684\u79d1\u5b78\u5bb6\u5011\uff0c\u5728\u7406\u89e3\u76ca\u6f38\u8907\u96dc\u7684\u81ea\u7136\u73fe\u8c61\uff08<a href=\"https:\/\/www.nature.com\/articles\/s41467-018-05739-8\">\u4f8b\u5982\u91cf\u5b50\u529b\u5b78\u6240\u5e36\u4f86\u7684\u5404\u7a2e\u77db\u76fe<\/a>\uff09\u6642\u8feb\u5207\u9700\u8981\u7684\u3002<\/p>\n<p><strong>\u7de8\u8b6f\u4f86\u6e90<\/strong><\/p>\n<p>D. Castelvecchi, \u201c<a href=\"https:\/\/doi.org\/10.1038\/d41586-019-03332-7\">AI Copernicus \u2018discovers\u2019 that Earth orbits the Sun<\/a>\u201c,\u00a0<em>Nature<\/em>, vol. 575, no. 7782, pp. 266-267, 2019.<\/p>\n<p><strong>\u53c3\u8003\u8cc7\u6599<\/strong><\/p>\n<ol>\n<li>S. Johnson, \u201c<a href=\"https:\/\/bigthink.com\/surprising-science\/neural-network-copernicus?rebelltitem\">A neural network discovered Copernicus\u2019 heliocentricity on its own<\/a>\u201c,\u00a0<em>Big Think<\/em>, 2019.<\/li>\n<li>R. Iten, T. Metger, H. Wilming, L. del Rio and R. Renner, \u201c<a href=\"https:\/\/doi.org\/10.1103\/PhysRevLett.124.010508\">Discovering Physical Concepts with Neural Networks<\/a>\u201c,\u00a0<em>Physical Review Letters<\/em>, vol. 124, no. 1, 2020.<\/li>\n<\/ol>\n<p>(\u672c\u6587\u7531\u6559\u80b2\u90e8\u88dc\u52a9\u300cAI\u5831\u5831\u2500AI\u79d1\u666e\u63a8\u5ee3\u8a08\u756b\u300d\u57f7\u884c\u5718\u968a\u7de8\u8b6f)<\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5f9e\u706b\u661f\u9006\u884c\uff0c\u54e5\u767d\u5c3c\u9818\u609f\u5230\u65e5\u5fc3\u8aaa\uff0c\u985b\u8986\u4e86\u4eba\u985e\u7684\u5b87\u5b99\u89c0\u3002AI\u4e5f\u80fd\u505a\u5230\u540c\u6a23\u7684\u4e8b\u55ce\uff1f<\/p>\n","protected":false},"author":21,"featured_media":37823,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3772,3293],"tags":[3160,822,5320,5321],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2021\/12\/Copernicus.jpg","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/37822"}],"collection":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/users\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=37822"}],"version-history":[{"count":1,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/37822\/revisions"}],"predecessor-version":[{"id":37824,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/37822\/revisions\/37824"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/37823"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=37822"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=37822"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=37822"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}