{"id":31924,"date":"2026-06-03T09:00:04","date_gmt":"2026-06-03T01:00:04","guid":{"rendered":"https:\/\/www.ileolife.com\/?p=31924"},"modified":"2026-05-29T10:41:16","modified_gmt":"2026-05-29T02:41:16","slug":"%e5%93%88%e8%96%a9%e6%af%94%e6%96%af%e7%9a%84%e9%9a%8e%e6%a2%af%ef%bc%9a%e5%be%9e%e5%a4%b1%e6%95%97%e5%89%b5%e6%a5%ad%e5%88%b0-deepmind-%e7%9a%84%e6%88%90%e5%8a%9f","status":"publish","type":"post","link":"https:\/\/www.ileolife.com\/?p=31924","title":{"rendered":"\u54c8\u85a9\u6bd4\u65af\u7684\u968e\u68af\uff1a\u5f9e\u5931\u6557\u5275\u696d\u5230 DeepMind \u7684\u6210\u529f"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"31924\" class=\"elementor elementor-31924\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f2b3954 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f2b3954\" data-element_type=\"section\">\n\t\t\t\t\t\t<div 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Lake Tahoe Hotel &amp; Casino\uff09\u3002\u4ed6\u4e0d\u662f\u4f86\u8ced\u535a\uff0c\u800c\u662f\u9019\u88e1\u6b63\u5728\u8209\u8fa6\u795e\u7d93\u8cc7\u8a0a\u8655\u7406\u7cfb\u7d71\u5927\u6703\uff08Conference on Neural Information Processing Systems\uff0cNIPS\uff09\uff0c\u9019\u662f\u5168\u7403\u898f\u6a21\u6700\u5927\u7684\u6a5f\u5668\u5b78\u7fd2\u76db\u6703\u3002\u7c73\u8d6b\u8eab\u7a7f\u7070\u8272\u6bdb\u8863\uff0c\u8896\u5b50\u6372\u5230\u624b\u8098\uff0c\u7ad9\u5728\u4e00\u9593\u64e0\u5f97\u6c34\u6d29\u4e0d\u901a\u3001\u61c9\u8a72\u904e\u4e0d\u4e86\u6d88\u9632\u8981\u6c42\u7684\u6703\u8b70\u5ba4\u6700\u524d\u65b9\u3002<\/p><p>\u9019\u5834\u6f14\u8b1b\u582a\u7a31\u662fDeepMind\u7684\u767b\u5834\u6d3e\u5c0d\u3002\u5728\u6210\u7acb\u7684\u982d\u4e09\u5e74\uff0c\u9019\u5bb6\u516c\u53f8\u4e00\u76f4\u4fdd\u6301\u4f4e\u8abf\uff1a\u5b98\u7db2\u53ea\u6709\u4e00\u7247\u9ed1\u8272\u80cc\u666f\u3001\u516c\u53f8\u54c1\u724c\u6a19\u8a8c\uff0c\u6b64\u5916\u5225\u7121\u8cc7\u8a0a\u3002\u4f46\u73fe\u5728\u9019\u5bb6\u516c\u53f8\u6709\u4e86\u4ee4\u4eba\u8208\u596e\u7684\u6210\u679c\u5f97\u4ee5\u5448\u73fe\u5728\u4e16\u4eba\u9762\u524d\uff1a\u4ed6\u5011\u6700\u8fd1\u547d\u540d\u70ba\u300c\u6df1\u5ea6Q\u7db2\u8def\u300d\uff08Deep-Q Network\uff09\u7684\u7cfb\u7d71\uff0c\u5708\u5167\u4eba\u7c21\u7a31DQN\u3002\u9019\u5957\u7db2\u8def\u7684\u6210\u5c31\u5df2\u5728\u5b78\u754c\u6084\u7136\u6d41\u50b3\uff0c\u5f15\u5f97\u5404\u65b9\u6559\u6388\u8207\u696d\u754c\u9f8d\u982d\u7d1b\u7d1b\u524d\u4f86\u4e00\u63a2\u7a76\u7adf\u3002<\/p><p>\u7c73\u8d6b\u5411\u807d\u773e\u5c55\u793a\u4e00\u9023\u4e32\u6295\u5f71\u7247\uff0c\u6700\u5f8c\u7684\u9ad8\u6f6e\u662f\u5e7e\u90e8\u5f71\u7247\uff0c\u986f\u793a\u4ed6\u7684AI\u4ee3\u7406\u5982\u4f55\u4ee5\u9a5a\u4eba\u7684\u7cbe\u6e96\u5ea6\u99d5\u99ad\u96c5\u9054\u5229\u7684\u904a\u6232\u3002\u5728\u300a\u6d77\u5e95\u6551\u4eba\u300b\uff08<em>Seaquest<\/em>\uff09\u88e1\uff0cAI\u4ee3\u7406\u5148\u662f\u9023\u7e8c\u64ca\u6c89\u6578\u8258\u6575\u65b9\u6f5b\u8247\uff0c\u63a5\u8457\u6d6e\u51fa\u6c34\u9762\u88dc\u5145\u6c27\u6c23\uff0c\u518d\u56de\u5230\u6c34\u4e0b\u7e7c\u7e8c\u653b\u64ca\u3002\u5728\u300a\u592a\u7a7a\u4fb5\u7565\u8005\u300b\uff08<em>Space Invaders<\/em>\uff09\u88e1\uff0cAI\u4ee3\u7406\u61c2\u5f97\u9396\u5b9a\u80fd\u5f97\u5230\u4e94\u500d\u5206\u6578\u7684\u6575\u65b9\u6bcd\u8266\uff0c\u4e0d\u53ea\u662f\u5fd9\u8457\u6d88\u6ec5\u5c0f\u5175\u3002\u800c\u5728\u62f3\u64ca\u904a\u6232\u4e2d\uff0cAI\u4ee3\u7406\u5247\u6703\u628a\u5c0d\u624b\u903c\u5230\u64c2\u81fa\u7684\u908a\u7e69\uff0c\u8b93\u5c0d\u65b9\u7121\u8655\u53ef\u9003\u3002<\/p><p>\u90a3\u5834\u62f3\u64ca\u904a\u6232\u7684\u793a\u7bc4\uff0c\u5f15\u4f86\u5168\u5834\u9663\u9663\u7b11\u8072\u3002\u9019\u6216\u8a31\u8b93\u4eba\u89ba\u5f97\u6709\u4e9b\u5f14\u8a6d\uff1b\u7562\u7adfAI\u793e\u7fa4\u6642\u4e0d\u6642\u5c31\u6709\u4eba\u5c0d\u300c\u9b54\u9b3c\u7d42\u7d50\u8005\u300d\u5f0f\u7684AI\u98a8\u96aa\u5927\u8868\u6182\u616e\uff0c\u4f46\u73fe\u5728\u89c0\u773e\u770b\u8457DQN\u5c55\u793a\u7684\u6b98\u9177\u66b4\u529b\uff0c\u537b\u662f\u4e00\u7247\u6a02\u5475\u5475\u3002\u7136\u800c\uff0c\u6700\u7cbe\u5f69\u7684\u58d3\u8ef8\u5f71\u7247\u9084\u662f\u300a\u6253\u78da\u584a\u300b\uff1a\u73a9\u5bb6\u9700\u8981\u7528\u7403\u62cd\u5c07\u7403\u64ca\u5411\u78da\u7246\uff0c\u5c07\u78da\u584a\u9010\u6f38\u64ca\u788e\u3002\u4f46AI\u4ee3\u7406\u5df2\u7d93\u6478\u7d22\u51fa\u90a3\u9805\u80fd\u4ee5\u6700\u9ad8\u6548\u7387\u7372\u52dd\u7684\u7d93\u5178\u7955\u8a23\uff1a\u5148\u5728\u78da\u7246\u4e0a\u6253\u51fa\u4e00\u689d\u96a7\u9053\uff0c\u63a5\u8457\u5c07\u7403\u9001\u904e\u96a7\u9053\uff0c\u8b93\u7403\u5728\u7246\u5f8c\u4e0d\u65b7\u53cd\u5f48\uff0c\u73a9\u5bb6\u6839\u672c\u7121\u9808\u64cd\u4f5c\uff0c\u5c31\u80fd\u6d88\u6389\u8a31\u591a\u78da\u584a\u3002<\/p><p>\u300c\u5168\u5834\u9813\u6642\u9d09\u96c0\u7121\u8072\uff0c\u300d\u897f\u723e\u5f17\u56de\u61b6\u3002\u300c\u96d6\u7136\u662f\u540c\u4e00\u5957AI\u4ee3\u7406\uff0c\u4f46\u9762\u5c0d\u6bcf\u4e00\u6b3e\u904a\u6232\u6642\u537b\u5b78\u6703\u63a1\u7528\u5b8c\u5168\u4e0d\u540c\u7684\u6280\u5de7\u3002\u5927\u5bb6\u90fd\u88ab\u9707\u61fe\u4f4f\u4e86\u3002\u90a3\u6b63\u662f\u8f49\u6369\u9ede\u3002\u300d<\/p><p>\u56de\u9867\u9019\u5834\u52dd\u5229\uff0c\u897f\u723e\u5f17\u6ce8\u610f\u5230\u54c8\u85a9\u6bd4\u65af\u5f9eElixir\u5de5\u4f5c\u5ba4\u4ee5\u4f86\u5df2\u7d93\u6709\u4e86\u5f88\u5927\u7684\u9032\u6b65\u3002\u9019\u5169\u6b21\u5275\u696d\uff0c\u54c8\u85a9\u6bd4\u65af\u90fd\u66fe\u5ba3\u793a\u8981\u9054\u6210\u7121\u6bd4\u9ad8\u9060\u7684\u76ee\u6a19\uff1b\u4f46\u5728DeepMind\uff0c\u4ed6\u9084\u627e\u51fa\u4e00\u9053\u901a\u5f80\u76ee\u6a19\u7684\u968e\u68af\u3002\u7d93\u71dfElixir\u5de5\u4f5c\u5ba4\u6642\uff0c\u4ed6\u76f4\u63a5\u8b93\u5168\u516c\u53f8\u6295\u5165\u88fd\u4f5c\u53f2\u4e0a\u6700\u8907\u96dc\u7684\u96fb\u73a9\uff0c\u537b\u56e0\u70ba\u904e\u5ea6\u64f4\u5f35\u800c\u6158\u906d\u5931\u6557\u3002\u800c\u5728\u7d93\u71dfDeepMind\u6642\uff0c\u96d6\u7136\u6700\u7d42\u76ee\u6a19\u66f4\u52a0\u9060\u5927\uff0c\u4f46\u54c8\u85a9\u6bd4\u65af\u9019\u6b21\u61c2\u5f97\u9010\u6b65\u6253\u9020\u6574\u500b\u79d1\u5b78\u5718\u968a\uff0c\u904e\u7a0b\u4e2d\u4e5f\u5148\u8b93\u5718\u968a\u6210\u54e1\u81ea\u7531\u6478\u7d22\uff0c\u800c\u4e0d\u662f\u4e00\u958b\u59cb\u5c31\u5b9a\u4e0b\u56b4\u82db\u7684\u76ee\u6a19\u3002\u7b49\u5230\u6574\u500b\u5718\u968a\u7d44\u5efa\u5b8c\u6210\uff0c\u54c8\u85a9\u6bd4\u65af\u53c8\u5c55\u73fe\u51fa\u5353\u8d8a\u7684\u5224\u65b7\u529b\u3002\u4ed6\u4e4b\u6240\u4ee5\u9078\u64c7\u7528\u96c5\u9054\u5229\u7684\u904a\u6232\u4f5c\u70ba\u6311\u6230\uff0c\u6b63\u662f\u56e0\u70ba\u770b\u6e96\u4e86\u878d\u5408\u6df1\u5ea6\u5b78\u7fd2\u8207\u5f37\u5316\u5b78\u7fd2\u7684\u6642\u6a5f\u5df2\u7d93\u6210\u719f\u3002\u65bc\u662f\uff0c\u9019\u6b21\u7684\u7d50\u679c\u6210\u5c31\u4e86\u53e6\u4e00\u6b21\u7684\u300cImageNet\u6642\u523b\u300d\uff0c\u800c\u4e14\u9084\u4e0d\u53ea\u662f\u5728\u8996\u89ba\u8fa8\u8b58\u9818\u57df\uff0c\u66f4\u5df2\u8de8\u81f3AI\u4ee3\u7406\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6c9ef07 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6c9ef07\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6cd55c9\" data-id=\"6cd55c9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ceee109 elementor-widget elementor-widget-text-editor\" data-id=\"ceee109\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u258d \u672c\u6587\u7bc0\u9304\u81ea\u300a<span style=\"text-decoration: underline;color: #0000ff\"><a rel=\"noopener noreferrer\" style=\"color: #0000ff;text-decoration: underline\" href=\"https:\/\/pse.is\/946hr8\">\u7121\u9650\u6a5f\u5668\uff1aGemini\u63a8\u624b\u54c8\u85a9\u6bd4\u65af\u7684\u8d85\u7d1a\u667a\u6167\u9577\u5f81<\/a><\/span>\u300b\uff0c<span style=\"text-decoration: underline\"><span style=\"color: #0000ff\"><a rel=\"noopener noreferrer\" style=\"color: #0000ff;text-decoration: underline\" href=\"https:\/\/pse.is\/946hw2\">\u585e\u5df4\u65af\u8482\u5b89\u2027\u99ac\u62c9\u6bd4<\/a><\/span><\/span>\u8457\uff0c<span style=\"text-decoration: underline\"><span style=\"color: #0000ff\"><a rel=\"noopener noreferrer\" style=\"color: #0000ff;text-decoration: underline\" href=\"https:\/\/pse.is\/946hzu\">\u5929\u4e0b\u6587\u5316<\/a><\/span><\/span>\u3002\u7531<span style=\"text-decoration: underline\"><span style=\"color: #0000ff\"><a rel=\"noopener noreferrer\" style=\"color: #0000ff;text-decoration: underline\" href=\"https:\/\/pse.is\/946j5s\">Pubu\u96fb\u5b50\u66f8\u57ce<\/a><\/span><\/span>\u6388\u6b0a\u8f49\u8f09\u3002<\/p><p>\u258d \u5ef6\u4f38\u63a8\u85a6\uff5c\u300c\u66f8\u5e97\u8001\u95c6\u98fd\u8b80\u8aaa\u66f8\u300dPodcast \u6bcf\u9031\u5206\u4eab\u597d\u66f8\u8207\u50b3\u905e\u77e5\u8b58\u5167\u5bb9\uff0c\u63a8\u5ee3\u95b1\u8b80\u6587\u5316\u00a0<span style=\"text-decoration: underline\"><span style=\"color: #0000ff\"><a rel=\"noopener noreferrer\" style=\"color: #0000ff;text-decoration: underline\" href=\"https:\/\/solink.soundon.fm\/7pupu\">https:\/\/solink.soundon.fm\/7pupu<\/a><\/span><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a31038f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a31038f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4270215\" data-id=\"4270215\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-32c144e elementor-widget-divider--separator-type-pattern elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"32c144e\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\" style=\"--divider-pattern-url: url(&quot;data:image\/svg+xml,%3Csvg xmlns=&#039;http:\/\/www.w3.org\/2000\/svg&#039; preserveAspectRatio=&#039;none&#039; overflow=&#039;visible&#039; height=&#039;100%&#039; viewBox=&#039;0 0 24 24&#039; fill=&#039;none&#039; stroke=&#039;black&#039; stroke-width=&#039;1&#039; stroke-linecap=&#039;square&#039; stroke-miterlimit=&#039;10&#039;%3E%3Cpath d=&#039;M0,21c3.3,0,8.3-0.9,15.7-7.1c6.6-5.4,4.4-9.3,2.4-10.3c-3.4-1.8-7.7,1.3-7.3,8.8C11.2,20,17.1,21,24,21&#039;\/%3E%3C\/svg%3E&quot;);\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-860b314 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"860b314\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-092f31d\" data-id=\"092f31d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-96d046f elementor-widget elementor-widget-text-editor\" data-id=\"96d046f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3 style=\"text-align: center\"><span style=\"color: #99cc00\"><strong>\u667a\u80fd\u7406\u8ca1\u2605\u57fa\u91d1\u6295\u7d446\/30\u524d\u6295\u8cc7\u8cbb\u75280\u5143\u512a\u60e0\u4e2d\u2757\ufe0f<\/strong><\/span><\/h3>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-86ae561 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"86ae561\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-39cdda4\" data-id=\"39cdda4\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-daa2bdd elementor-widget elementor-widget-image\" data-id=\"daa2bdd\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"640\" height=\"360\" src=\"https:\/\/www.ileolife.com\/wp-content\/uploads\/2026\/06\/28085815\/1.jpg\" class=\"attachment-large size-large wp-image-31958\" alt=\"\" srcset=\"https:\/\/www.ileolife.com\/wp-content\/uploads\/2026\/06\/28085815\/1.jpg 640w, https:\/\/www.ileolife.com\/wp-content\/uploads\/2026\/06\/28085815\/1-300x169.jpg 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e71d696 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e71d696\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-049a32b\" data-id=\"049a32b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-737c7fb elementor-button-success elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"737c7fb\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a rel=\"noopener noreferrer\" class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.firstbank.com.tw\/sites\/fcb\/zh_TW\/1565709755013\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span 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