{"id":20173,"date":"2019-01-14T13:35:12","date_gmt":"2019-01-14T12:35:12","guid":{"rendered":"https:\/\/www.redanalysis.org\/?p=20173"},"modified":"2024-11-25T17:22:32","modified_gmt":"2024-11-25T16:22:32","slug":"%e5%9c%a8%e7%8e%b0%e5%ae%9e%e4%b8%ad%e6%8f%92%e5%85%a5%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd-ai%e7%9a%84%e9%a9%b1%e5%8a%a8%e5%9b%a0%e7%b4%a0","status":"publish","type":"post","link":"https:\/\/redanalysis.org\/zh\/2019\/01\/14\/inserting-artificial-intelligence-in-reality-drivers-of-ai\/","title":{"rendered":"\u4eba\u5de5\u667a\u80fd\u7684\u4f20\u611f\u5668\u548c\u6267\u884c\u5668\uff081\uff09\u3002\u5728\u73b0\u5b9e\u4e2d\u63d2\u5165\u4eba\u5de5\u667a\u80fd"},"content":{"rendered":"<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p class=\"has-text-align-left wp-block-paragraph\">\u9664\u4e86\u7092\u4f5c\u548c\u4ec7\u6068\u4e4b\u5916\uff0c\u672c\u6587\u91cd\u70b9\u5173\u6ce8\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u7684\u65b9\u5f0f--\u5b9e\u9645\u4e0a\u662f <a rel=\"noreferrer noopener\" aria-label=\"\u6df1\u5ea6\u5b66\u4e60\uff08\u5728\u65b0\u6807\u7b7e\u4e2d\u6253\u5f00\uff09\" href=\"https:\/\/redanalysis.org\/zh\/2017\/12\/18\/%e6%b7%b1%e5%ba%a6%e5%ad%a6%e4%b9%a0-%e6%96%b0ai-%e4%b8%96%e7%95%8c%e7%9a%84%e5%88%9b%e9%80%a0\/\" target=\"_blank\">\u6df1\u5ea6\u5b66\u4e60<\/a> - 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style=\"font-size:0.7em; \">\u8bf7\u5728\u6211\u4eec\u7684\u64ad\u5ba2 \"\u524d\u77bb\u524d\u7ebf--\u4eba\u5de5\u667a\u80fd\u7cfb\u5217--\u4e0e NotebookLM \u4e00\u8d77\u5236\u4f5c \"\u4e2d\u6536\u542c\u8fd9\u7bc7\u6587\u7ae0\u7684\u6df1\u5ea6\u5bf9\u8bdd\u3002<\/figcaption>\n<\/div>\n<\/div>\n\n\n\n<h4 class=\"wp-block-heading\">\u4f20\u611f\u5668\u548c\u6267\u884c\u5668\uff0c\u88ab\u9057\u5fd8\u7684\u5143\u7d20<\/h4>\n\n\n\n<p 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<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u4f20\u611f\u5668\u548c\u6267\u884c\u5668\uff0c\u4eba\u5de5\u667a\u80fd\u7ade\u8d5b\u4e2d\u7684\u53e6\u4e00\u4e2a\u8d4c\u6ce8<\/h4>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p class=\"wp-block-paragraph\">\u6b64\u5916\uff0c\u6211\u4eec\u770b\u5230\u4e16\u754c\u4e0a\u6b63\u5728\u51fa\u73b0\u4e09\u79cd\u76f8\u4e92\u4f5c\u7528\u7684\u4eba\u5de5\u667a\u80fd\u76f8\u5173\u52a8\u6001\u3002\u56fd\u5bb6\u7684\u4eba\u5de5\u667a\u80fd\u6cbb\u7406\u548c\u79c1\u4eba\u884c\u4e3a\u8005\u7684\u4eba\u5de5\u667a\u80fd\u7ba1\u7406\u7684\u53cc\u91cd\u8bde\u751f\u548c\u4f20\u64ad\u76f8\u4e92\u4f5c\u7528\uff0c\u5e76\u4e3a\u4eba\u5de5\u667a\u80fd\u6743\u529b\u7684\u56fd\u9645\u7ade\u8d5b\u63d0\u4f9b\u4e86\u652f\u6301\uff0c\u5373\u5728\u5168\u7403\u76f8\u5bf9\u6743\u529b\u5206\u914d\u4e2d\u5982\u4f55\u6392\u540d\u3002\u56e0\u6b64\uff0c\u4eba\u5de5\u667a\u80fd\u8d8a\u6765\u8d8a\u591a\u5730\u5f71\u54cd\u7740\u8fd9\u79cd\u6743\u529b\u7684\u5206\u914d\uff08\u89c1 <a href=\"https:\/\/redanalysis.org\/zh\/2017\/12\/18\/%e6%b7%b1%e5%ba%a6%e5%ad%a6%e4%b9%a0-%e6%96%b0ai-%e4%b8%96%e7%95%8c%e7%9a%84%e5%88%9b%e9%80%a0\/\">\u65b0\u7684\u4eba\u5de5\u667a\u80fd\u4e16\u754c\u6b63\u5728\u5f62\u6210<\/a>).\u56e0\u6b64\uff0c\u4eba\u5de5\u667a\u80fd\u7684\u9a71\u52a8\u529b\u4e0d\u4ec5\u662f\u4eba\u5de5\u667a\u80fd\u6269\u5f20\u80cc\u540e\u7684\u529b\u91cf\uff0c\u4e5f\u662f\u4eba\u5de5\u667a\u80fd\u7ade\u4e89\u4e2d\u7684\u8d4c\u6ce8\u3002\u540c\u65f6\uff0c\u516c\u5171\u548c\u79c1\u4eba\u884c\u4e3a\u8005\u5982\u4f55\u5904\u7406\u8fd9\u573a\u7ade\u4e89\uff0c\u7531\u6b64\u4ea7\u751f\u7684\u52a8\u529b\u4ee5\u53ca\u968f\u4e4b\u800c\u6765\u7684\u5931\u8d25\u548c\u80dc\u5229\u4e5f\u5851\u9020\u4e86\u6b63\u5728\u5f62\u6210\u7684\u65b0\u7684\u4eba\u5de5\u667a\u80fd\u4e16\u754c\u3002 <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff0c\u5982\u679c\u4f20\u611f\u5668\u548c\u6267\u884c\u5668\u5728\u5e7f\u6cdb\u64cd\u4f5c\u4eba\u5de5\u667a\u80fd\u65b9\u9762\u81f3\u5173\u91cd\u8981\uff0c\u90a3\u4e48\u6700\u597d\u5730\u53d1\u5c55\u4eba\u5de5\u667a\u80fd\u6cbb\u7406\u548c\u4eba\u5de5\u667a\u80fd\u7ba1\u7406\u7684\u80fd\u529b\uff0c\u4ee5\u53ca\u5728\u4eba\u5de5\u667a\u80fd\u529b\u91cf\u7684\u56fd\u9645\u7ade\u4e89\u4e2d\u7684\u5730\u4f4d\uff0c\u4e5f\u5f88\u53ef\u80fd\u53d6\u51b3\u4e8e\u5bf9\u8fd9\u4e9b\u4f20\u611f\u5668\u548c\u6267\u884c\u5668\u7684\u638c\u63e1\u3002<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<div class=\"wp-block-group alignwide textfutura\" style=\"font-size:0.8em\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns alignwide is-style-default is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<p class=\"wp-block-paragraph\"><strong>\u76f8\u5173\u7684<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a rel=\"noreferrer noopener\" href=\"https:\/\/redanalysis.org\/zh\/2018\/03\/26\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd-%e5%8a%9b%e9%87%8f-%e9%a9%b1%e5%8a%a8%e5%8a%9b%e5%92%8c%e9%a3%8e%e9%99%a9\/\" target=\"_blank\">\u4eba\u5de5\u667a\u80fd--\u529b\u91cf\u3001\u9a71\u52a8\u529b\u548c\u8d4c\u6ce8<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eba\u5de5\u667a\u80fd\u7684\u9a71\u52a8\u529b\uff1a&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/redanalysis.org\/zh\/2018\/04\/16\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e7%9a%84%e5%a4%a7%e6%95%b0%e6%8d%ae%e9%a9%b1%e5%8a%a8%ef%bc%8c%e4%bd%86%e4%b8%8d%e6%98%af%e5%9c%a8%e6%9c%aa%e6%9d%a5\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5927\u6570\u636e<\/a>, <\/li>\n\n\n\n<li>\u8ba1\u7b97\u80fd\u529b-&nbsp;<a href=\"https:\/\/redanalysis.org\/zh\/2018\/06\/18\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd-%e8%ae%a1%e7%ae%97-%e6%9d%83%e5%8a%9b%e5%92%8c%e5%9c%b0%e7%bc%98%e6%94%bf%e6%b2%bb-1\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u8ba1\u7b97\u80fd\u529b (1)<\/a>&nbsp;\u548c&nbsp;<a href=\"https:\/\/redanalysis.org\/zh\/2018\/06\/25\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd-%e8%ae%a1%e7%ae%97%e8%83%bd%e5%8a%9b-%e5%9c%b0%e7%90%86%e6%94%bf%e6%b2%bb%e5%ad%a6-2\/\" target=\"_blank\" rel=\"noreferrer noopener\">(2)<\/a>,&nbsp;<a href=\"https:\/\/redanalysis.org\/zh\/2018\/09\/24\/%e8%b5%a2%e5%9c%a8%e8%b5%b7%e8%b7%91%e7%ba%bf%e4%b8%8a-%e8%ae%a1%e7%ae%97-%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd-%e8%ae%a1%e7%ae%97%e8%83%bd%e5%8a%9b%e5%92%8c%e5%9c%b0%e7%bc%98%e6%94%bf%e6%b2%bb-4\/\">\u8d62\u5f97\u901a\u5f80\u8d85\u5927\u89c4\u6a21\u8ba1\u7b97\u7684\u7ade\u8d5b<\/a>, <\/li>\n\n\n\n<li>\u91cf\u5b50\u4fe1\u606f\u79d1\u5b66 <a href=\"https:\/\/redanalysis.org\/zh\/2018\/10\/15\/%e5%8d%b3%e5%b0%86%e5%88%b0%e6%9d%a5%e7%9a%84%e9%87%8f%e5%ad%90%e7%a0%b4%e5%9d%8f-%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e5%9c%b0%e7%bc%98%e6%94%bf%e6%b2%bb-1\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5373\u5c06\u5230\u6765\u7684\u91cf\u5b50\u8ba1\u7b97\u98a0\u8986 (1)<\/a>,&nbsp;<a href=\"https:\/\/redanalysis.org\/zh\/2018\/12\/17\/mapping-therace-for-quantum-computing-quantum-ai-and-geopolitics-3\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u7ed8\u5236\u91cf\u5b50\u8ba1\u7b97\u7684\u7ade\u8d5b\u56fe\u3002<\/a> \u91cf\u5b50\u4fe1\u606f\u79d1\u5b66\u662f\u975e\u5e38\u5177\u6709\u98a0\u8986\u6027\u7684\u3002\u4e8b\u5b9e\u4e0a\uff0c\u6781\u6709\u53ef\u80fd\uff0880%\uff09\u7684\u662f\uff0c\u51b3\u5b9a\u6211\u4eec\u672a\u6765\u4e16\u754c\u7684\u4e0d\u4ec5\u662f\u4eba\u5de5\u667a\u80fd\uff0c\u800c\u662f\u91cf\u5b50-\u4eba\u5de5\u667a\u80fd\u7684\u51fa\u73b0\u3002\u8bf7\u770b\u6211\u4eec\u7684\u65b0\u680f\u76ee\uff0c\u805a\u7126\u4e8e&nbsp;<a href=\"https:\/\/redanalysis.org\/zh\/-3\/%e9%87%8f%e5%ad%90\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u91cf\u5b50\u5316\u7684\u7834\u574f<\/a>.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<h4 class=\"wp-block-heading\">\u6982\u8981<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u6587\u4f7f\u7528\u4e24\u4e2a\u6848\u4f8b\u7814\u7a76\u6765\u9010\u6b65\u89e3\u91ca\u4ec0\u4e48\u662f\u4f20\u611f\u5668\u548c\u6267\u884c\u5668\u3002\u56e0\u6b64\uff0c\u5b83\u8be6\u7ec6\u8bf4\u660e\u4e86\u4eba\u5de5\u667a\u80fd-\u4ee3\u7406\u548c\u5176\u73af\u5883\u4e4b\u95f4\u7684\u53cc\u754c\u9762\u3002\u4f5c\u4e3a\u7ed3\u679c\u548c\u7b2c\u4e09\u70b9\uff0c\u6211\u4eec\u5f3a\u8c03\uff0c\u4eba\u4eec\u5bf9\u4eba\u5de5\u667a\u80fd\u7684\u7406\u89e3\u6700\u597d\u662f\u4f5c\u4e3a\u4e00\u4e2a\u5e8f\u5217\u3002\u8fd9\u79cd\u7406\u89e3\u4f7f\u6211\u4eec\u80fd\u591f\u8bbe\u60f3\u6574\u4e2a\u7ecf\u6d4e\u6d3b\u52a8\u7684\u672a\u6765\u4e16\u754c\u3002\u7136\u800c\uff0c\u8fd9\u4e2a\u4e16\u754c\u5e76\u975e\u6ca1\u6709\u5371\u9669\uff0c\u6211\u4eec\u5f3a\u8c03\u5b83\u5c06\u9700\u8981\u4e00\u79cd\u65b0\u578b\u7684\u5b89\u5168\u3002\u6700\u540e\uff0c\u6211\u4eec\u5c06\u6307\u51fa\uff0c\u6709\u5fc5\u8981\u533a\u5206\u4eba\u5de5\u667a\u80fd\u5e8f\u5217\u6240\u8fde\u63a5\u7684\u73b0\u5b9e\u7c7b\u578b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0b\u4e00\u7bc7\u6587\u7ae0\u5c06\u91cd\u70b9\u8ba8\u8bba\u5904\u7406\u4eba\u5de5\u667a\u80fd\u5e8f\u5217\u53ca\u5176\u5b6a\u751f\u63a5\u53e3\u7684\u4e0d\u540c\u65b9\u5f0f\uff0c\u7279\u522b\u662f\u6267\u884c\u5668\u3002\u6211\u4eec\u5c06\u66f4\u591a\u5730\u5173\u6ce8\u7269\u8054\u7f51\uff08IoT\uff09\u3001\u4eba\u7c7b\u672c\u8eab\u548c\u81ea\u4e3b\u7cfb\u7edf\uff0c\u4e5f\u5c31\u662f\u6211\u4eec\u719f\u77e5\u7684\u673a\u5668\u4eba\u3002\u540c\u65f6\uff0c\u6211\u4eec\u5c06\u8fdb\u4e00\u6b65\u63a2\u7d22\u4eba\u5de5\u667a\u80fd\u521b\u9020\u7684\u65b0\u6d3b\u52a8\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4ee5\u4e0d\u540c\u7684\u773c\u5149\u770b\u5f85\u4e0eAlphaGo\u7684\u6bd4\u8d5b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u4eec\u5c06\u518d\u6b21\u8003\u5bdf\uff08\u8c37\u6b4c\uff09DeepMind\u7684 <a href=\"https:\/\/www.deepmind.com\/research\/highlighted-research\/alphago\" target=\"_blank\" rel=\"noreferrer noopener\">\u963f\u5c14\u6cd5\u72d7<\/a>\u8fd9\u662f\u4e00\u4e2a\u6709\u76d1\u7763\u7684\u5b66\u4e60\/AI-agent\uff0c\u53ef\u4ee5\u4e0b\u56f4\u68cb\uff0c\u5e76\u4e14\u80dc\u5229\u5730\u5f00\u59cb\u4e86\u5f53\u524dAI\u7684\u53d1\u5c55\u9636\u6bb5\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"alphago\">\u56de\u653e\u4e0eAlphaGo\u7684\u6bd4\u8d5b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u73b0\u5728\uff0c\u8ba9\u6211\u4eec\u60f3\u8c61\u4e00\u4e0b\uff0c\u5728\u8303\u8f89\u5148\u751f\u30012015\u5e7410\u6708\u4ee55\u6bd40\u51fb\u8d25\u7684\u56f4\u68cb\u6b27\u6d32\u51a0\u519bAlphaGo\u548cAI-agent (<a href=\"https:\/\/www.deepmind.com\/research\/highlighted-research\/alphago\" target=\"_blank\" rel=\"noreferrer noopener\">\u963f\u5c14\u6cd5\u72d7<\/a> \u7f51\u9875\uff09\u3002\u8303\u8f89\u5148\u751f\uff0c\u5c31\u50cf\u73b0\u5b9e\u4e2d\u53d1\u751f\u7684\u90a3\u6837\uff0c\u9996\u5148\u4e0e\u4eba\u5de5\u667a\u80fd\u4ee3\u7406AlphaGo\u5bf9\u5f08\u3002\u5728\u4ed6\u9762\u524d\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u4e00\u4e2a\u4e94\u756a\u68cb\uff08\u56f4\u68cb\u7684\u68cb\u76d8\u540d\u79f0\uff09\u3002AlphaGo\u88ab\u8fde\u63a5\u5230\u4e91\u7aef\uff0c\u4ee5\u83b7\u5f97\u5206\u5e03\u5f0f\u8ba1\u7b97\u80fd\u529b\uff0c\u56e0\u4e3a\u5b83\u9700\u8981\u5927\u91cf\u7684\u8ba1\u7b97\u80fd\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8303\u8f89\u5148\u751f\u5f00\u59cb\u4e0b\u68cb\uff0c\u5e76\u5728\u6208\u73ed\u4e0a\u653e\u4e86\u4e00\u9897\u767d\u5b50\u3002\u7136\u540e\u5c31\u8f6e\u5230AlphaGo\u4e86\u3002\u8fd9\u4e2a\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u5c06\u5982\u4f55\u56de\u7b54\uff1f\u5b83\u662f\u8d70\u5178\u578b\u7684\u68cb\u8fd8\u662f\u8d70\u539f\u521b\u7684\uff1f\u7136\u540e\u5b83\u5c06\u5982\u4f55\u5feb\u901f\u4e0b\u68cb\uff1f\u60ac\u5ff5\u662f\u5de8\u5927\u7684\uff0c\u800c...<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ec0\u4e48\u90fd\u6ca1\u6709\u53d1\u751f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ec0\u4e48\u5730\u65b9\u51fa\u4e86\u95ee\u9898\uff1f<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">DeepMind\u7684\uff08\u6b63\u786e\uff09\u65b9\u6cd5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u4ed4\u7ec6\u89c2\u770b\u4e0b\u9762\u5c55\u793a\u539f\u59cb\u6e38\u620f\u7684\u89c6\u9891\uff0c\u4f60\u4f1a\u53d1\u73b0\uff0c\u5b9e\u9645\u4e0a\uff0c\u8bbe\u7f6e\u5e76\u4e0d\u5b8c\u5168\u662f\u6211\u4e0a\u9762\u63cf\u8ff0\u7684\u90a3\u6837\u3002\u8fd8\u6709\u4e00\u4e9b\u5176\u4ed6\u7684\u5173\u952e\u56e0\u7d20\u4e5f\u5b58\u5728\u3002\u5982\u679cDeepMind\u6309\u7167\u6211\u63cf\u8ff0\u7684\u8bbe\u5b9a\u8ba9\u4eba\u7c7b\u548cAI-agent\u9762\u5bf9\u9762\uff0c\u90a3\u4e48\u4ed6\u4eec\u7684\u5b9e\u9a8c\u5c31\u4f1a\u51fa\u9519\u3002\u76f8\u53cd\uff0c\u7531\u4e8e\u4ed6\u4eec\u6dfb\u52a0\u7684\u5143\u7d20\uff0c\u4ed6\u4eec\u7684\u6e38\u620f\u662f\u6210\u529f\u7684\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube\"><div class=\"wp-block-embed__wrapper\">\n<span class=\"embed-youtube\" style=\"text-align:center; display: block;\"><iframe loading=\"lazy\" class=\"youtube-player\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/SUbqykXVx0A?version=3&#038;rel=1&#038;showsearch=0&#038;showinfo=1&#038;iv_load_policy=1&#038;fs=1&#038;hl=zh-CN&#038;autohide=2&#038;wmode=transparent\" allowfullscreen=\"true\" style=\"border:0;\" sandbox=\"allow-scripts allow-same-origin allow-popups allow-presentation allow-popups-to-escape-sandbox\"><\/iframe><\/span>\n<\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f60\u53ef\u4ee5\u5728\u89c6\u9891\u76841:19\u5904\u89c2\u5bdf\u5230\u8fd9\u4e09\u4e2a\u8981\u7d20\uff0c\u5982\u4e0b\u9762\u7684\u6ce8\u91ca\u622a\u56fe\u6240\u793a\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7b54\uff1a\u4e00\u4e2a\u4eba\u7c7b\u7403\u5458<\/li>\n\n\n\n<li>B: \u4e00\u4e2a\u5c4f\u5e55<\/li>\n\n\n\n<li>C\uff1a\u4e00\u4e2a\u4eba\uff0c\u684c\u5b50\u4e0a\u6709\u4e00\u4e2a\u5947\u602a\u7684\u88c5\u7f6e\u3002<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"445\" src=\"https:\/\/redanalysis.org\/wp-content\/uploads\/2019\/01\/AlphaGo-Sensors-and-Expressors-600.jpg\" alt=\"\" class=\"wp-image-20180\" srcset=\"https:\/\/redanalysis.org\/wp-content\/uploads\/2019\/01\/AlphaGo-Sensors-and-Expressors-600.jpg 600w, https:\/\/redanalysis.org\/wp-content\/uploads\/2019\/01\/AlphaGo-Sensors-and-Expressors-600-300x223.jpg 300w, https:\/\/redanalysis.org\/wp-content\/uploads\/2019\/01\/AlphaGo-Sensors-and-Expressors-600-250x185.jpg 250w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption class=\"wp-element-caption\">\u8c37\u6b4cDeepMind\u7684\u89c6\u9891\u622a\u56fe\u3002\u7a81\u7834\u6027\u7684AlphaGo\u638c\u63e1\u4e86\u56f4\u68cb\u6e38\u620f - 1:19<\/figcaption><\/figure>\n<\/div>\n\n\n<h4 class=\"wp-block-heading\">\u4f20\u611f\u5668<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u6211\u4eec\u60f3\u8c61\u7684\u73af\u5883\u4e2d\uff0c\u6211\u6ca1\u6709\u521b\u5efa\u4e00\u4e2a\u754c\u9762\u6765\u544a\u8bc9\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\uff0c\u8bb8\u5148\u751f\u79fb\u52a8\u4e86\u4e00\u5757\u77f3\u5934\uff0c\u4ee5\u53ca\u54ea\u4e00\u5757\u3002\u56e0\u6b64\uff0c\u5c31\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u800c\u8a00\uff0c\u6ca1\u6709\u4efb\u4f55\u8f93\u5165\u3002 <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728DeepMind\u7684\u771f\u5b9e\u73af\u5883\u4e2d\uff0c\u6211\u4eec\u6709\u4eba\u7c7b\u4ee3\u7406\u4eba\uff08C\uff09\u3002\u6211\u4eec\u53ef\u4ee5\u63a8\u6d4b\uff0c\u5728\u5979\u9762\u524d\u7684\u684c\u5b50\u4e0a\u7684\u5947\u602a\u88c5\u7f6e\u5141\u8bb8\u5979\u5728\u8ba1\u7b97\u673a\u4e2d\u4e3a\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u8f93\u5165\u8303\u8f89\u5148\u751f\u5728\u6574\u4e2a\u6e38\u620f\u4e2d\u7684\u52a8\u4f5c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u66f4\u4e00\u822c\u5730\u8bf4\uff0c\u5728\u73b0\u5b9e\u4e16\u754c\u548c\u4eba\u5de5\u667a\u80fd-\u4ee3\u7406\u4e4b\u95f4\u5fc5\u987b\u5b58\u5728\u4e00\u4e2a\u7b2c\u4e00\u8f93\u5165\u63a5\u53e3\uff0c\u624d\u80fd\u770b\u5230\u5b83\u7684\u8fd0\u4f5c\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u9700\u8981\u4f20\u611f\u5668\u3002\u5b83\u4eec\u5c06\u4e3a\u4eba\u5de5\u667a\u80fd\u611f\u77e5\u73b0\u5b9e\u4e16\u754c\u3002\u6211\u4eec\u8fd8\u9700\u8981\u4ee5\u4eba\u5de5\u667a\u80fd\u7406\u89e3\u7684\u65b9\u5f0f\uff0c\u5c06\u4f20\u611f\u5668\u6355\u83b7\u7684\u6570\u636e\u4f20\u8fbe\u7ed9\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u73b0\u5728\u8ba9\u6211\u4eec\u5047\u8bbe\uff0c\u6211\u4eec\u628a\u4ee3\u7406C\u548c\u5b83\u7684\u8bbe\u5907--\u5373\u4f20\u611f\u5668\u7cfb\u7edf--\u6dfb\u52a0\u5230\u6211\u4eec\u7684\u8bbe\u7f6e\u4e2d\u3002  <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u6837\uff0c\u4ec0\u4e48\u4e5f\u6ca1\u6709\u53d1\u751f\u3002 <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e3a\u4ec0\u4e48\uff1f\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u7ee7\u7eed\u8fdb\u884c\u5e76\u51b3\u5b9a\u5176\u884c\u52a8\u3002\u7136\u800c\uff0c\u7b97\u6cd5\u7684\u7ed3\u679c\u4ecd\u7136\u5728\u8ba1\u7b97\u673a\u4e2d\uff0c\u4f5c\u4e3a\u673a\u5668\u7684\u8f93\u51fa\uff0c\u65e0\u8bba\u5176\u5f62\u5f0f\u5982\u4f55\u3002  \u4e8b\u5b9e\u4e0a\uff0c\u5728\u73b0\u5b9e\u4e16\u754c\u4e2d\u6ca1\u6709\u4efb\u4f55\u754c\u9762\u53ef\u4ee5\u884c\u52a8\u3002\u6240\u9700\u8981\u7684\u662f\u4e00\u4e2a\u6267\u884c\u5668\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u6267\u884c\u5668<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0e\u5916\u90e8\u4e16\u754c\u7684\u63a5\u53e3\u4e0d\u4ec5\u8981\u4ea7\u751f\u6211\u4eec\u7684\u56f4\u68cb\u5927\u5e08\u80fd\u591f\u7406\u89e3\u7684\u6bcf\u4e00\u6b65\u68cb\u7684\u8f93\u51fa\uff0c\u800c\u4e14\u8fd8\u8981\u5728\u6574\u4e2a\u68cb\u5c40\u4e2d\u5bf9\u4ed6\u6709\u610f\u4e49\u3002 <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ec5\u4ec5\u6839\u636e\u68cb\u76d8\u4e0a\u7684\u5750\u6807\u5f97\u5230\u4e00\u5757\u77f3\u5934\u7684\u4f4d\u7f6e\u662f\u4e0d\u591f\u7684\u3002\u8fd9\u6837\u7684\u7ed3\u679c\u9996\u5148\u8981\u6c42\u6a0a\u9ebe\u5148\u751f\u6709\u5f88\u597d\u7684\u53ef\u89c6\u5316\u548c\u5236\u56fe\u80fd\u529b\u6765\u7ffb\u8bd1\u68cb\u76d8\u4e0a\u7684\u8fd9\u4e9b\u5750\u6807\u3002\u5176\u6b21\uff0c\u5b83\u8981\u6c42\u6211\u4eec\u7684\u56f4\u68cb\u51a0\u519b\u6709\u4e00\u4e2a\u771f\u6b63\u975e\u5e38\u597d\u7684\u8bb0\u5fc6\u3002\u4e8b\u5b9e\u4e0a\uff0c\u5728\u51e0\u6b65\u68cb\u4e4b\u540e\uff0c\u80fd\u591f\u60f3\u8c61\u5e76\u8bb0\u4f4f\u6574\u4e2a\u68cb\u5c40\u5c06\u662f\u4e00\u4e2a\u6311\u6218\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DeepMind\u5b9e\u9645\u4e0a\u4f7f\u7528\u4e86\u6240\u9700\u7684\u6267\u884c\u5668\uff0c\u4f7f\u4eba\u7c7b\u548cAI\u4e4b\u95f4\u7684\u6e38\u620f\u6210\u4e3a\u53ef\u80fd\u3002 <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\uff08B\uff09\u5904\uff0c\u6211\u4eec\u6709\u4e00\u4e2a\u663e\u793a\u6574\u4e2a\u6e38\u620f\u7684\u5c4f\u5e55\u3002\u8be5\u5c4f\u5e55\u4e5f\u5f88\u53ef\u80fd\u663e\u793a\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u6bcf\u6b21\u7684\u884c\u52a8\u3002\u7136\u540e\uff0c\u5728\uff08A\uff09\uff0c\u6211\u4eec\u6709\u4e00\u4e2a\u4eba\u7c7b\u4ee3\u7406\u4eba\uff0c\u4ed6\u628a\u5c4f\u5e55\u4e0a\u7684\u865a\u62df\u6e38\u620f\u8f6c\u5316\u4e3a\u73b0\u5b9e\u4e2d\u7684\u6208\u73ed\u3002\u4e3a\u4e86\u505a\u5230\u8fd9\u4e00\u70b9\uff0c\u4ed6\u901a\u8fc7\u5728\u68cb\u76d8\u4e0a\u653e\u7f6e\u76f8\u5e94\u7684\u77f3\u5934\u6765\u590d\u5236\u5c4f\u5e55\u4e0a\u663e\u793a\u7684\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u7684\u884c\u52a8\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6ce8\u610f\u5230\u8fd9\u4e2a\u4eba\uff08A\uff09\u7684\u5b58\u5728\u662f\u5f88\u91cd\u8981\u7684\uff0c\u5c3d\u7ba1\u8fd9\u5bf9\u8303\u8f89\u5148\u751f\u6765\u8bf4\u53ef\u80fd\u4e0d\u662f\u771f\u6b63\u5fc5\u8981\u7684\uff0c\u4ed6\u53ef\u4ee5\u5728\u5c4f\u5e55\u524d\u73a9\u3002\u9996\u5148\uff0c\u5b83\u662f\u4e00\u4e2a\u4ea4\u6d41\u5de5\u5177\uff0c\u4f7f\u6574\u4e2a\u5b9e\u9a8c\u5bf9\u89c2\u4f17\u6765\u8bf4\u66f4\u5145\u5206\u7684\u7406\u89e3\u548c\u6709\u8da3\u3002\u7136\u540e\uff0c\u5bf9\u8303\u8f89\u5148\u751f\u6765\u8bf4\uff0c\u53ef\u80fd\u66f4\u5bb9\u6613\u5728\u771f\u6b63\u7684\u6208\u58c1\u4e0a\u73a9\u3002\u4ece\u865a\u62df\u4e16\u754c\u5230\u73b0\u5b9e\u4e16\u754c\u7684\u8f6c\u6362\u662f\u81f3\u5173\u91cd\u8981\u7684\u3002\u5b83\u5f88\u53ef\u80fd\u662f\u771f\u6b63\u8ba9\u4eba\u5de5\u667a\u80fd\u51fa\u73b0\u548c\u53d1\u5c55\u7684\u4e00\u4e2a\u91cd\u8981\u5229\u5bb3\u5173\u7cfb\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b63\u5982\u6211\u4eec\u4e0a\u9762\u6240\u4e3e\u7684\u4f8b\u5b50\uff0c\u6307\u5b9a\u4e0eAI-agent\u7684\u4e92\u52a8\u8fc7\u7a0b\uff0c\u7a81\u51fa\u4e86\u53cc\u754c\u9762\u7684\u91cd\u8981\u6027\u3002 <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u5b9e\u9645\u4e0a\u662fDeepMind\u5bf9\u5176\u6700\u65b0\u4eba\u5de5\u667a\u80fd\u6210\u5c31\u4e4b\u4e00\u7684\u6784\u60f3\uff0c\u6211\u4eec\u73b0\u5728\u5c31\u6765\u8c08\u8c08\u8fd9\u4e2a\u95ee\u9898\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u8d70\u5411\u770b\u6210\u662f\u4e00\u4e2a\u4eba<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">2018\u5e746\u6708\uff0cDeepMind\u89e3\u91ca\u4e86\u5b83\u662f\u5982\u4f55\u5efa\u7acb\u4e00\u4e2aAI-agent\uff0c\u53ef\u4ee5\u50cf\u4eba\u7c7b\u4e00\u6837\u611f\u77e5\u5468\u56f4\u7684\u60c5\u51b5(<a rel=\"noreferrer noopener\" aria-label=\"\u5f00\u653e\u8bbf\u95ee\uff08\u5728\u65b0\u6807\u7b7e\u4e2d\u6253\u5f00\uff09\" href=\"https:\/\/deepmind.com\/documents\/211\/Neural_Scene_Representation_and_Rendering_preprint.pdf\" target=\"_blank\">\u5f00\u653e\u8bbf\u95ee<\/a>; S. M. Ali Eslami\u7b49\u4eba\uff0c\"<a rel=\"noreferrer noopener\" aria-label=\"\u795e\u7ecf\u573a\u666f\u8868\u793a\u548c\u6e32\u67d3\uff08\u5728\u65b0\u6807\u7b7e\u4e2d\u6253\u5f00\uff09\" href=\"http:\/\/science.sciencemag.org\/content\/360\/6394\/1204.full?ijkey=kGcNflzOLiIKQ&amp;keytype=ref&amp;siteid=sci\" target=\"_blank\">\u795e\u7ecf\u6027\u573a\u666f\u8868\u793a\u548c\u6e32\u67d3<\/a>\u201c,<em> \u79d1\u5b66<\/em>&nbsp;&nbsp;2018\u5e746\u670815\u65e5\u3002Vol. 360, Issue 6394, pp. 1204-1210, DOI: 10.1126\/science.aar6170\uff09\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\"\u4f8b\u5982\uff0c\u5f53\u7b2c\u4e00\u6b21\u8fdb\u5165\u4e00\u4e2a\u623f\u95f4\u65f6\uff0c\u4f60\u4f1a\u7acb\u5373\u8ba4\u51fa\u5176\u4e2d\u7684\u7269\u54c1\u4ee5\u53ca\u5b83\u4eec\u7684\u4f4d\u7f6e\u3002\u5982\u679c\u4f60\u770b\u5230\u4e00\u5f20\u684c\u5b50\u7684\u4e09\u6761\u817f\uff0c\u4f60\u4f1a\u63a8\u65ad\u51fa\u53ef\u80fd\u8fd8\u6709\u7b2c\u56db\u6761\u5f62\u72b6\u548c\u989c\u8272\u76f8\u540c\u7684\u817f\u9690\u85cf\u5728\u89c6\u91ce\u4e4b\u5916\u3002\u5373\u4f7f\u4f60\u4e0d\u80fd\u770b\u5230\u623f\u95f4\u91cc\u7684\u6240\u6709\u4e1c\u897f\uff0c\u4f60\u4e5f\u5f88\u53ef\u80fd\u80fd\u591f\u52fe\u52d2\u51fa\u5b83\u7684\u5e03\u5c40\uff0c\u6216\u8005\u60f3\u8c61\u5b83\u4ece\u53e6\u4e00\u4e2a\u89d2\u5ea6\u770b\u662f\u4ec0\u4e48\u6837\u5b50\u3002\"(\"<a rel=\"noreferrer noopener\" aria-label=\"\u795e\u7ecf\u573a\u666f\u8868\u793a\u548c\u6e32\u67d3\uff08\u5728\u65b0\u6807\u7b7e\u4e2d\u6253\u5f00\uff09\" href=\"https:\/\/deepmind.com\/blog\/neural-scene-representation-and-rendering\/\" target=\"_blank\">\u795e\u7ecf\u6027\u573a\u666f\u8868\u793a\u548c\u6e32\u67d3<\/a>\"\uff0cDeepMind\u7f51\u7ad9\uff09\u3002&nbsp;<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u79d1\u5b66\u5bb6\u4eec\u7684\u76ee\u7684\u662f\u521b\u9020\u4e00\u4e2a\u5177\u6709\u4e0e\u4eba\u7c7b\u76f8\u540c\u80fd\u529b\u7684\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\uff0c\u4ed6\u4eec\u6210\u529f\u5730\u505a\u5230\u4e86\u8fd9\u4e00\u70b9\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube\"><div class=\"wp-block-embed__wrapper\">\n<span class=\"embed-youtube\" style=\"text-align:center; display: block;\"><iframe loading=\"lazy\" class=\"youtube-player\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/oSZkDuDoFAI?version=3&#038;rel=1&#038;showsearch=0&#038;showinfo=1&#038;iv_load_policy=1&#038;fs=1&#038;hl=zh-CN&#038;autohide=2&#038;wmode=transparent\" allowfullscreen=\"true\" style=\"border:0;\" sandbox=\"allow-scripts allow-same-origin allow-popups allow-presentation allow-popups-to-escape-sandbox\"><\/iframe><\/span>\n<\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">DeepMind\u4f7f\u7528 \"\u4f20\u611f\u5668\u548c\u6267\u884c\u5668\"<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u6211\u4eec\u6765\u8bf4\u6700\u6709\u8da3\u7684\u662f\uff0c\u6211\u4eec\u5728\u7b2c\u4e00\u90e8\u5206\u6240\u63cf\u8ff0\u7684\u6b63\u662f\u79d1\u5b66\u5bb6\u4eec\u5efa\u7acb\u4ed6\u4eec\u7684\u8fc7\u7a0b\u548c\u89e3\u51b3\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u7684\u89c6\u89c9\u95ee\u9898\u7684\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ed6\u4eec\u6559\u4ed6\u4eec\u7684AI-agent\u4ece\u5916\u90e8\u4e16\u754c\uff08\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4ecd\u7136\u662f\u4e00\u4e2a\u865a\u62df\u4e16\u754c\uff09\u83b7\u53d6\u56fe\u50cf--\u6211\u4eec\u79f0\u4e4b\u4e3a\u4f20\u611f\u5668\u7cfb\u7edf--\u7136\u540e\u901a\u8fc7\u7b2c\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5--\u8868\u793a\u7f51\u7edc--\u5c06\u5176\u8f6c\u6362\u6210\u4e00\u4e2a\u7ed3\u679c\uff0c\u4e00\u4e2a\u8f93\u51fa--\u573a\u666f\u8868\u793a\u3002\u5728\u8fd9\u4e2a\u9636\u6bb5\uff0c\u8f93\u51fa\u5bf9AI-agent\u6709\u610f\u4e49\uff0c\u4f46\u5bf9\u6211\u4eec\u6ca1\u6709\u610f\u4e49\u3002\u6700\u540e\u4e00\u6b65\u4ee3\u8868\u6211\u4eec\u6240\u8bf4\u7684\u6267\u884c\u5668\u3002\u5b83\u662f\u5c06\u5bf9\u4eba\u5de5\u667a\u80fd\u6709\u610f\u4e49\u7684\u8f93\u51fa\u8f6c\u6362\u4e3a\u5bf9\u6211\u4eec\u6709\u610f\u4e49\u7684\u4e1c\u897f\uff0c\u5373 \"\u9884\u6d4b\"\u3002\u4e3a\u6b64\uff0cDeepMind\u5f00\u53d1\u4e86\u4e00\u4e2a \"\u751f\u6210\u7f51\u7edc\"\uff0c\u79f0\u4e3a \"\u795e\u7ecf\u6e32\u67d3\u5668\"\u3002\u4e8b\u5b9e\u4e0a\uff0c\u5c31\u4e09\u7ef4\u8ba1\u7b97\u673a\u56fe\u5f62\u800c\u8a00\uff0c\u6e32\u67d3\u662f\u5c06\u8ba1\u7b97\u8f6c\u5316\u4e3a\u56fe\u50cf\u7684\u8fc7\u7a0b\uff0c\u5373\u6e32\u67d3\u3002 <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0b\u9762\u7684\u622a\u56fe\u663e\u793a\u4e86\u5de5\u4f5c\u8fc7\u7a0b\uff08\u6211\u5728\u539f\u622a\u56fe\u4e0a\u6dfb\u52a0\u4e86\u7ea2\u8272\u7684\u5706\u5708\u548c\u7bad\u5934\uff09\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"308\" src=\"https:\/\/redanalysis.org\/wp-content\/uploads\/2019\/01\/GQN-Sensor-and-expressor-600.jpg\" alt=\"\" class=\"wp-image-20185\" srcset=\"https:\/\/redanalysis.org\/wp-content\/uploads\/2019\/01\/GQN-Sensor-and-expressor-600.jpg 600w, https:\/\/redanalysis.org\/wp-content\/uploads\/2019\/01\/GQN-Sensor-and-expressor-600-300x154.jpg 300w, https:\/\/redanalysis.org\/wp-content\/uploads\/2019\/01\/GQN-Sensor-and-expressor-600-250x128.jpg 250w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0b\u9762\u7684\u89c6\u9891\u5c55\u793a\u4e86\u6574\u4e2a\u52a8\u6001\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube\"><div class=\"wp-block-embed__wrapper\">\n<span class=\"embed-youtube\" style=\"text-align:center; display: block;\"><iframe loading=\"lazy\" class=\"youtube-player\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/RBJFngN33Qo?version=3&#038;rel=1&#038;showsearch=0&#038;showinfo=1&#038;iv_load_policy=1&#038;fs=1&#038;hl=zh-CN&#038;autohide=2&#038;wmode=transparent\" allowfullscreen=\"true\" style=\"border:0;\" sandbox=\"allow-scripts allow-same-origin allow-popups allow-presentation allow-popups-to-escape-sandbox\"><\/iframe><\/span>\n<\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3aAI-agent\u7684\u89c6\u89c9\u5f00\u53d1\u81ea\u4e3b\u4f20\u611f\u5668 <\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7528DeepMind\u7684\u79d1\u5b66\u5bb6\u7684\u8bdd\u8bf4\uff0c\u751f\u6210\u67e5\u8be2\u7f51\u7edc\uff08GQN\uff09\u7684\u5f00\u53d1\u662f\u4e3a\u4e86\u521b\u9020 \"\u4e00\u4e2a\u6846\u67b6\uff0c\u5728\u8fd9\u4e2a\u6846\u67b6\u5185\uff0c\u673a\u5668\u5b66\u4f1a\u53ea\u7528\u81ea\u5df1\u7684\u4f20\u611f\u5668\u6765\u8868\u793a\u573a\u666f\"\u3002\u4e8b\u5b9e\u4e0a\uff0c\u76ee\u524d\u7684\u4eba\u5de5\u89c6\u89c9\u7cfb\u7edf\u901a\u5e38\u4f7f\u7528\u76d1\u7763\u5f0f\u5b66\u4e60\u3002\u8fd9\u610f\u5473\u7740\u9700\u8981\u4eba\u7c7b\u5e72\u9884\u6765\u9009\u62e9\u548c\u6807\u8bb0\u6570\u636e\u3002DeepMind\u7684\u79d1\u5b66\u5bb6\u5e0c\u671b\u5c3d\u53ef\u80fd\u5730\u514b\u670d\u8fd9\u79cd\u7c7b\u578b\u7684\u4eba\u7c7b\u53c2\u4e0e\u3002 <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u91cc\u7684\u5b9e\u9a8c\u4f7f\u7528\u4e86\u4e00\u4e2a \"\u5408\u6210 \"\u73af\u5883\uff08\u540c\u4e0a\uff0c\u7b2c5\u9875\uff09\u3002\u4e0b\u4e00\u6b65\u5c06\u9700\u8981\u65b0\u7684\u6570\u636e\u96c6\uff0c\u4ee5\u5141\u8bb8\u6269\u5c55\u5230 \"\u81ea\u7136\u666f\u8c61\u7684\u56fe\u50cf\"\uff08\u540c\u4e0a\uff09\u3002\u6700\u7ec8\uff0c\u6211\u4eec\u53ef\u4ee5\u60f3\u8c61\uff0cGQN\u5c06\u4ece\u73b0\u5b9e\u5f00\u59cb\uff0c\u7531\u4eba\u5de5\u667a\u80fd\u63a7\u5236\u7684\u5149\u5b66\u8bbe\u5907\u6355\u83b7\u3002\u8fd9\u610f\u5473\u7740GQN\u5c06\u9700\u8981\u6574\u5408\u8ba1\u7b97\u673a\u89c6\u89c9\u65b9\u9762\u7684\u6240\u6709\u8fdb\u5c55\u3002\u6b64\u5916\uff0c\u6211\u4eec\u7684AI-agent\u7684\u4f20\u611f\u5668\u4e5f\u5c06\u4e0d\u5f97\u4e0d\u5728\u5176\u73af\u5883\u4e2d\u79fb\u52a8\uff0c\u4ee5\u6355\u6349\u5b83\u6240\u9700\u8981\u7684\u89c2\u5bdf\u7ed3\u679c\u3002\u4f8b\u5982\uff0c\u8fd9\u53ef\u4ee5\u901a\u8fc7\u4e00\u4e2a\u79fb\u52a8\u6444\u50cf\u673a\u7f51\u7edc\u6765\u5b8c\u6210\uff0c\u6bd4\u5982\u90a3\u4e9b\u88ab\u8d8a\u6765\u8d8a\u591a\u5730\u5b89\u88c5\u5728\u57ce\u5e02\u4e2d\u7684\u6444\u50cf\u673a\u3002\u540c\u6837\u7531\u4eba\u5de5\u667a\u80fd\u63a7\u5236\u7684\u65e0\u4eba\u673a\u53ef\u80fd\u4f1a\u8865\u5145\u4f20\u611f\u7f51\u7edc\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6539\u8fdbAI-agent\u7684\u89c6\u89c9\u6267\u884c\u5668<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7814\u7a76\u4eba\u5458\u8fd8\u5c06\u9700\u8981\u6539\u8fdb\u6267\u884c\u5668\uff08\u540c\u4e0a\uff09\u3002DeepMind\u7684\u79d1\u5b66\u5bb6\u5efa\u8bae\uff0c\u751f\u6210\u6027\u5efa\u6a21\u80fd\u529b\u7684\u8fdb\u6b65\uff0c\u5982\u901a\u8fc7\u751f\u6210\u6027\u5bf9\u6297\u7f51\u7edc\uff08GAN\uff09\u53d6\u5f97\u7684\u8fdb\u6b65\uff0c\u5c06\u5141\u8bb8\u8d70\u5411 \"\u81ea\u7136\u7684\u573a\u666f\u6e32\u67d3\"\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u65f6\uff0cGANs\u53ef\u4ee5\u5bfc\u81f4\u91cd\u8981\u7684\u8fdb\u6b65\uff0c\u4e0d\u4ec5\u662f\u89c6\u89c9\u8868\u8fbe\uff0c\u800c\u4e14\u662f\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u7684 \"\u667a\u80fd\"\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53GANs\u8bad\u7ec3\u8868\u793a\u89c6\u89c9\u8f93\u51fa\u65f6\uff0c\u5b83\u4eec\u4f3c\u4e4e\u4e5f\u53d1\u5c55\u4e86\u5c06\u7c7b\u4f3c\u7684\u7269\u4f53\u5355\u72ec\u5206\u7ec4\u7684\u80fd\u529b\uff0c\u8fd9\u4e9b\u7269\u4f53\u88ab\u7814\u7a76\u4eba\u5458\u79f0\u4e3a \"\u6982\u5ff5\"\uff08Karen Hao, \"<a rel=\"noreferrer noopener\" aria-label=\"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b66\u4e60\u5c06\u5b83\u770b\u5230\u7684\u4e16\u754c\u7ec4\u7ec7\u6210\u6982\u5ff5--\u5c31\u50cf\u6211\u4eec\u505a\u7684\u90a3\u6837 (\u5728\u65b0\u6807\u7b7e\u4e2d\u6253\u5f00)\" href=\"https:\/\/www.technologyreview.com\/s\/612746\/a-neural-network-can-learn-to-organize-the-world-it-sees-into-conceptsjust-like-we-do\/\" target=\"_blank\">\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b66\u4e60\u628a\u5b83\u770b\u5230\u7684\u4e16\u754c\u7ec4\u7ec7\u6210\u6982\u5ff5--\u5c31\u50cf\u6211\u4eec\u4e00\u6837<\/a>\u201c, <em>\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u6280\u672f\u8bc4\u8bba<\/em>\uff0c2019\u5e741\u670810\u65e5\uff09\u3002\u4f8b\u5982\uff0cGAN\u53ef\u4ee5 \"\u5c06\u6811\u7684\u50cf\u7d20\u4e0e\u6811\u7684\u50cf\u7d20\u5206\u7ec4\uff0c\u5c06\u95e8\u7684\u50cf\u7d20\u4e0e\u95e8\u7684\u50cf\u7d20\u5206\u7ec4\uff0c\u800c\u4e0d\u7ba1\u8fd9\u4e9b\u7269\u4f53\u5728\u8bad\u7ec3\u96c6\u7684\u7167\u7247\u4e2d\u5982\u4f55\u6539\u53d8\u989c\u8272\".\u5b83\u4eec\u4e5f\u4f1a \"\u5728\u5177\u6709\u4e54\u6cbb\u4e9a\u5efa\u7b51\u98ce\u683c\u7684\u7816\u623f\u4e0a\u753b\u51fa\u4e54\u6cbb\u4e9a\u98ce\u683c\u7684\u95e8\uff0c\u6216\u5728\u54e5\u7279\u5f0f\u5efa\u7b51\u4e0a\u753b\u51fa\u77f3\u95e8\u3002\u5b83\u8fd8\u62d2\u7edd\u5728\u4e00\u7247\u5929\u7a7a\u4e0a\u753b\u4efb\u4f55\u95e8\"\uff08\u540c\u4e0a\uff09\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube\"><div class=\"wp-block-embed__wrapper\">\n<span class=\"embed-youtube\" style=\"text-align:center; display: block;\"><iframe loading=\"lazy\" class=\"youtube-player\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/yVCgUYe4JTM?version=3&#038;rel=1&#038;showsearch=0&#038;showinfo=1&#038;iv_load_policy=1&#038;fs=1&#038;hl=zh-CN&#038;autohide=2&#038;wmode=transparent\" allowfullscreen=\"true\" style=\"border:0;\" sandbox=\"allow-scripts allow-same-origin allow-popups allow-presentation allow-popups-to-escape-sandbox\"><\/iframe><\/span>\n<\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u8bed\u8a00\u7814\u7a76\u9886\u57df\u4e5f\u6709\u7c7b\u4f3c\u7684\u52a8\u6001\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f7f\u7528\u865a\u62df\u673a\u68b0\u81c2\u4f5c\u4e3a\u6267\u884c\u5668<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u4e00\u4e2a\u76f8\u5173\u7684\u5b9e\u9a8c\u4e2d\uff0cDeepMind\u7684\u7814\u7a76\u4eba\u5458\u7528\u4e00\u4e2a\u6df1\u5ea6\u5f3a\u5316\u7f51\u7edc\u6765\u63a7\u5236\u4e00\u4e2a\u865a\u62df\u673a\u68b0\u81c2\uff0c\u800c\u4e0d\u662f\u521d\u59cb\u751f\u6210\u7f51\u7edc\uff08Ali Eslami\u7b49\u4eba\uff0cIbid., p.5\uff09\u3002GQN\u9996\u5148\u8bad\u7ec3\u4ee3\u8868\u5176\u89c2\u5bdf\u7ed3\u679c\u3002\u7136\u540e\uff0c\u5b83\u8bad\u7ec3\u63a7\u5236\u5408\u6210\u673a\u68b0\u81c2\u3002 <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u672a\u6765\uff0c\u6211\u4eec\u53ef\u4ee5\u60f3\u8c61\u4e00\u4e2a\u771f\u6b63\u7684\u673a\u5668\u4eba\u624b\u81c2\u5c06\u53d6\u4ee3\u5408\u6210\u7684\u624b\u81c2\u3002\u56e0\u6b64\uff0c\"\u6700\u7ec8\u6267\u884c\u7cfb\u7edf \"\u5c06\u6210\u4e3a\u865a\u62df\u4e16\u754c\u548c\u73b0\u5b9e\u4e4b\u95f4\u7684\u4e00\u4e2a\u63a5\u53e3\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4eba\u5de5\u667a\u80fd\u662f\u4e16\u754c\u4e4b\u95f4\u7684\u4e00\u4e2a\u5e8f\u5217<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u73b0\u5728\u8ba9\u6211\u4eec\u6982\u62ec\u4e00\u4e0b\u6211\u4eec\u5bf9\u4f20\u611f\u5668\u548c\u6267\u884c\u5668\u7684\u7406\u89e3\uff0c\u6216\u8005\u8bf4\u5bf9AI\u8f93\u5165\u548cAI\u8f93\u51fa\u7684\u754c\u9762\u7684\u7406\u89e3\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5728\u73b0\u5b9e\u4e2d\u63d2\u5165\u4eba\u5de5\u667a\u80fd\u610f\u5473\u7740\u628a\u5b83\u770b\u6210\u4e00\u4e2a\u5e8f\u5217<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u4eec\u53ef\u4ee5\u628a\u6d89\u53ca\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u7684\u8fc7\u7a0b\u7406\u89e3\u4e3a\u4ee5\u4e0b\u5e8f\u5217\u3002<\/p>\n\n\n\n<p style=\"background-color: #fff; margin: 25px auto; padding: 10px 0 10px 10px; border-collapse: collapse; border: 1px solid #eee; border-bottom: 2px solid #ce0022; box-shadow: 0px 0px 20px rgba(0,0,0,.1), 0px 10px 20px rgba(0,0,0,.05), 0px 20px 20px rgba(0,0,0,.05), 0px 30px 20px rgba(0,0,0,.05)\">\u73af\u5883 -&gt; \u611f\u77e5\u73af\u5883\uff08\u6839\u636e\u4efb\u52a1\uff09 -&gt;<br>\u505a\u4e00\u4e2a\u4efb\u52a1--&gt;\u8f93\u51fa\u4e00\u4e2a\u4eba\u5de5\u667a\u80fd\u53ef\u7406\u89e3\u7684\u7ed3\u679c--&gt;\u6839\u636e\u4efb\u52a1\u548c\u4e92\u52a8\u7684\u884c\u4e3a\u8005\u6765\u8868\u8fbe\u7ed3\u679c<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u65b0\u6d3b\u52a8\u7684\u51fa\u73b0<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e2a\u5e8f\u5217\u4ee5\u53ca\u5173\u4e8eGAN\u6267\u884c\u5668\u7684\u7ec6\u8282\u8868\u660e\uff0c\u5982\u679c\u60f3\u628a\u4eba\u5de5\u667a\u80fd\u5b8c\u5168\u878d\u5165\u73b0\u5b9e\uff0c\u5b9e\u9645\u4e0a\u9700\u8981\u4e0d\u6b62\u4e00\u4e2a\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u3002\u56e0\u6b64\uff0c\u6267\u884c\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u7684\u5f00\u53d1\u5c06\u6d89\u53ca\u8bb8\u591a\u56e2\u961f\u548c\u5b9e\u9a8c\u5ba4\u3002 <\/p>\n\n\n\n<h5 class=\"wp-block-heading\">\u8bbe\u60f3\u672a\u6765\u7684\u751f\u4ea7\u94fe<\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff0c\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\u53ef\u80fd\u4f1a\u51fa\u73b0\u65b0\u578b\u7684\u7ecf\u6d4e\u6d3b\u52a8\u548c\u529f\u80fd\u3002\u7279\u522b\u662f\uff0c\u6211\u4eec\u53ef\u4ee5\u6709\u6b63\u786e\u7684\u64cd\u4f5c\u5e8f\u5217\u7684\u7ec4\u88c5\u3002\u540c\u6837\uff0c\u6700\u521d\u8bbe\u8ba1\u6b63\u786e\u7684\u67b6\u6784\uff0c\u8de8\u7c7b\u578b\u7684\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u548c\u5b50\u9886\u57df\u53ef\u80fd\u6210\u4e3a\u4e00\u9879\u5fc5\u8981\u7684\u6d3b\u52a8\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f9d\u6b21\u5206\u89e3\u4eba\u5de5\u667a\u80fd\u7684\u6574\u5408\uff0c\u8ba9\u6211\u4eec\u5f00\u59cb\u4e86\u89e3\u672a\u6765\u7684\u751f\u4ea7\u94fe\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u53ef\u4ee5\u60f3\u8c61\u80fd\u591f\u548c\u5c06\u8981\u51fa\u73b0\u7684\u4e00\u7cfb\u5217\u7ecf\u6d4e\u6d3b\u52a8\u3002\u8fd9\u4e9b\u6d3b\u52a8\u5c06\u8fdc\u8fdc\u8d85\u51fa\u76ee\u524d\u5bf9\u4fe1\u606f\u6280\u672f\u6216\u6d88\u8d39\u8005\u5206\u6790\u7684\u91cd\u89c6\uff0c\u800c\u8fd9\u6b63\u662f\u5927\u591a\u6570\u4eba\u5de5\u667a\u80fd\u7684\u65e9\u671f\u91c7\u7528\u8005\u8fc4\u4eca\u4e3a\u6b62\u6240\u9752\u7750\u7684\uff08\u5fb7\u52e4\uff0c\"<a rel=\"noreferrer noopener\" aria-label=\"\u4f01\u4e1a\u4e2d\u7684\u4eba\u5de5\u667a\u80fd\u73b0\u72b6\uff08\u5728\u65b0\u6807\u7b7e\u4e2d\u6253\u5f00\uff09\" href=\"https:\/\/www2.deloitte.com\/insights\/us\/en\/focus\/cognitive-technologies\/state-of-ai-and-intelligent-automation-in-business-survey.html?id=gx:2sm:3tw:4di4780::6di:20181031150200:&amp;utm_source=tw&amp;utm_campaign=di4780&amp;utm_content=di&amp;utm_medium=social&amp;linkId=58964752\" target=\"_blank\">\u4f01\u4e1a\u4e2d\u7684\u4eba\u5de5\u667a\u80fd\u72b6\u51b5<\/a>\u201c, 2018).<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">\u4ee4\u4eba\u773c\u82b1\u7f2d\u4e71\u7684\u53ef\u80fd\u6027\u500d\u589e<\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b64\u5916\uff0c\u4eba\u5de5\u667a\u80fd\u5e8f\u5217\u7684\u5b9a\u5236\u53ef\u4ee5\u6839\u636e\u9700\u8981\u8fdb\u884c\u8c03\u6574\u3002\u6211\u4eec\u53ef\u4ee5\u60f3\u8c61\uff0c\u5404\u79cd\u6267\u884c\u5668\u7cfb\u7edf\u53ef\u4ee5\u88ab\u6dfb\u52a0\u5230\u4e00\u4e2a\u5e8f\u5217\u4e2d\u3002\u4f8b\u5982\uff0c\u5bf9\u4e8e\u4f7f\u7528\u6211\u4eec\u7b2c\u4e8c\u4e2a\u6848\u4f8b\u7814\u7a76\u7684AI-agent\u6765\u8bf4\uff0c\u4e00\u4e2a\u53ef\u4ee5\u7406\u89e3\u7684 \"\u573a\u666f\u8868\u73b0 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class=\"wp-block-paragraph\">\u4f8b\u5982\uff0c\u73b0\u5b9e\u4e16\u754c\u88ab\u8f6c\u5316\u4e3a\u6570\u5b57\u7167\u7247\uff0cAI-agent\u901a\u8fc7\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\u8bc6\u522b\u8fd9\u4e9b\u7167\u7247\u3002\u4eba\u5de5\u667a\u80fd\u5c06\u4ee5\u4eba\u7c7b\u7406\u89e3\u7684\u65b9\u5f0f\u5bf9\u5b83\u4eec\u8fdb\u884c\u5206\u7c7b\u6216\u6807\u8bb0\u3002\u4f8b\u5982\uff0c\u4eba\u7c7b\u5f88\u5bb9\u6613\u7406\u89e3\u6587\u5b57\uff0c\u6216\u663e\u793a\u5728\u5c4f\u5e55\u4e0a\u7684\u56fe\u50cf\uff0c\u8fd9\u4e9b\u90fd\u662f\u5e8f\u5217\u4e2d\u6267\u884c\u5668\u90e8\u5206\u7684\u7ed3\u679c\u3002\u7136\u800c\uff0c\u8fd9\u79cd\u8f93\u51fa\u4ecd\u7136\u662f\u865a\u62df\u7684\u3002\u5982\u679c\u6211\u4eec\u60f3\u8fdb\u4e00\u6b65\u6539\u8fdb\uff0c\u90a3\u4e48\u6211\u4eec\u5fc5\u987b\u521b\u9020\u548c\u4f7f\u7528\u5176\u4ed6\u8bbe\u5907\u6765\u52a0\u5f3a\u6216\u7f13\u89e3\u4ece\u865a\u62df\u5230\u73b0\u5b9e\u7684\u754c\u9762\u3002\u7269\u4f53\u8bc6\u522b\u4e5f\u662f\u4ee5\u7c7b\u4f3c\u7684\u65b9\u5f0f\u8fdb\u884c\u7684\u3002 <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u4e0e\u89c6\u89c9\u4eba\u5de5\u667a\u80fd\u76f8\u5173\u7684\u5de5\u4f5c\u65b9\u9762\uff0c\u6211\u4eec\u53ef\u80fd\u4f1a\u60f3\uff0c\u6211\u4eec\u5728\u7ed9\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u63d0\u4f9b\u89c6\u89c9\u65b9\u9762\u7684\u8fdb\u5c55\u662f\u5426\u6bd4\u5728\u4ee5\u5bf9\u73b0\u5b9e\u4e16\u754c\u4e2d\u7684\u4eba\u7c7b\u8db3\u591f\u6709\u7528\u7684\u65b9\u5f0f\u4f7f\u7528\u8fd9\u79cd\u89c6\u89c9\u65b9\u9762\u7684\u8fdb\u5c55\u66f4\u5927\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">\u4ece\u865a\u62df\u5230\u73b0\u5b9e\uff0c\u611f\u5e94\u6bd4\u8868\u8fbe\u66f4\u5148\u8fdb\uff1f<\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u4e2d\u56fd\uff0c\u58f0\u97f3\u8bc6\u522b\u4e5f\u6709\u7c7b\u4f3c\u7684\u8fc7\u7a0b\uff08Joseph Hincks\uff0c\" \"\uff09\u3002<a rel=\"noreferrer noopener\" aria-label=\"\u4e2d\u56fd\u6b63\u5728\u521b\u5efa\u4e00\u4e2a\u516c\u6c11\u58f0\u97f3\u7684\u6570\u636e\u5e93\uff0c\u4ee5\u63d0\u9ad8\u5176\u76d1\u63a7\u80fd\u529b\u3002\u62a5\u544a\uff08\u5728\u65b0\u6807\u7b7e\u4e2d\u6253\u5f00\uff09\" href=\"http:\/\/time.com\/4992849\/china-voice-database-surveillance\/\" target=\"_blank\">\u4e2d\u56fd\u6b63\u5728\u521b\u5efa\u4e00\u4e2a\u516c\u6c11\u58f0\u97f3\u7684\u6570\u636e\u5e93\uff0c\u4ee5\u63d0\u9ad8\u5176\u76d1\u63a7\u80fd\u529b\u3002\u62a5\u544a<\/a>\u201c; <em>\u65f6\u95f4<\/em>, 2017\u5e7410\u670823\u65e5\uff09\u3002  \u6570\u636e\u5206\u6790\u4e5f\u662f\u4e00\u79cd\u5411\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u673a\u6784\u89e3\u91ca\u7684\u65b9\u5f0f\uff0c\u6839\u636e\u5404\u79cd\u6807\u51c6\uff0c\u4e92\u8054\u7f51\u7528\u6237\u662f\u4ec0\u4e48\u3002\u4f20\u611f\u5668\u6536\u96c6\u6570\u636e\uff0c\u4f8b\u5982\u4ece\u7ba1\u9053\uff08\u4f8b\u5982\uff08Maria S. Araujo\u548cDaniel S. Davila\uff0c\"<a rel=\"noreferrer noopener\" href=\"https:\/\/www.talkingiotinenergy.com\/single-post\/2017\/06\/08\/Machine-learning-improves-oil-and-gas-monitoring\" target=\"_blank\">\u673a\u5668\u5b66\u4e60\u6539\u5584\u77f3\u6cb9\u548c\u5929\u7136\u6c14\u76d1\u6d4b<\/a>\"\uff0c2017\u5e746\u67089\u65e5\u3002&nbsp;<em>\u8c08\u8bba\u80fd\u6e90\u9886\u57df\u7684\u7269\u8054\u7f51\u300b\u3002<\/em>\u88d8-\u5965\u592b\u65af\u5854\u65af\uff0c\"<a rel=\"noreferrer noopener\" href=\"https:\/\/blogs.dnvgl.com\/software\/2017\/06\/big-data-and-machine-learning-for-prediction-of-corrosion-in-pipelines\/\" target=\"_blank\">\u5927\u6570\u636e\u548c\u673a\u5668\u5b66\u4e60\u7528\u4e8e\u9884\u6d4b\u7ba1\u9053\u7684\u8150\u8680\u60c5\u51b5<\/a>\"\uff0c2017\u5e746\u670812\u65e5\uff0cDNV GL\uff09\u6216\u6765\u81ea\u98de\u673a\u7684\u98de\u884c\uff0c\u6216\u6765\u81ea\u4efb\u4f55\u5b9e\u9645\u7684\u4e1c\u897f\uff0c\u90fd\u662f\u4f7f\u4e16\u754c\u5bf9\u5177\u6709\u7279\u5b9a\u8bbe\u8ba1\u7684\u7b97\u6cd5\u7684\u7406\u89e3\u7684\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7136\u800c\uff0c\u6211\u4eec\u5728\u5f00\u53d1\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u7684\u865a\u62df\u4e16\u754c\u548c\u4eba\u7c7b\u7684\u73b0\u5b9e\u4e4b\u95f4\u7684\u63a5\u53e3\u7684\u6267\u884c\u5668\u65b9\u9762\u662f\u5426\u53d6\u5f97\u4e86\u7c7b\u4f3c\u7684\u8fdb\u5c55\uff1f\u6216\u8005\uff0c\u662f\u5426\u6211\u4eec\u786e\u5b9e\u6539\u8fdb\u4e86\u6574\u4e2a\u5e8f\u5217\uff0c\u4f46\u8fdb\u5c55\u4ecd\u7136\u9650\u4e8e\u865a\u62df\u4e16\u754c\uff1f\u5728\u6240\u6709\u60c5\u51b5\u4e0b\uff0c\u5728\u5b89\u5168\u3001\u653f\u6cbb\u548c\u5730\u7f18\u653f\u6cbb\u65b9\u9762\u7684\u5f71\u54cd\u662f\u4ec0\u4e48\uff1f <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u5c31\u662f\u6211\u4eec\u63a5\u4e0b\u6765\u8981\u770b\u5230\u7684\uff0c\u7279\u522b\u662f\u8981\u770b\u770b\u7269\u8054\u7f51\u3001\u673a\u5668\u4eba\u548c\u4eba\u7c7b\uff0c\u4f5c\u4e3a\u4eba\u5de5\u667a\u80fd\u7684\u6f5c\u5728\u6267\u884c\u7cfb\u7edf\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">*\u6700\u521d\uff0c\u6211\u4f7f\u7528\u4e86 \"\u8868\u8fbe\u8005 \"\u8fd9\u4e2a\u8bcd\uff0c\u800c\u4e0d\u662f \"\u6267\u884c\u8005 \"\u8fd9\u4e2a\u9002\u5f53\u7684\u8bcd\u3002\u611f\u8c22 <a href=\"https:\/\/www.facebook.com\/ttkciar?fref=gc&amp;dti=107107546348803\">Teeteekay Ciar&nbsp;<\/a>\u5e2e\u5fd9\u627e\u627e\u770b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7279\u8272\u56fe\u7247\u3002\u7f8e\u56fd\u9646\u519b\u56fe\u5f62\u7531Sonya Beckett\uff0cCERDEC NVESD - \u516c\u5171\u9886\u57df - \u6765\u81eaAris Morris, 2018\u5e741\u67089\u65e5\u3002 <a href=\"https:\/\/asc.army.mil\/web\/category\/army-alt-magazine\/\">\u9646\u519bALT\u6742\u5fd7<\/a>,&nbsp;<a href=\"https:\/\/asc.army.mil\/web\/category\/science-and-technology\/\">\u79d1\u5b66\u548c\u6280\u672f\u3002<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>\u9664\u4e86\u7092\u4f5c\u548c\u4ec7\u6068\uff0c\u8fd9\u7bc7\u6587\u7ae0\u91cd\u70b9\u5173\u6ce8\u4eba\u5de5\u667a\u80fd\uff08AI\uff09--\u5b9e\u9645\u4e0a\u662f\u6df1\u5ea6\u5b66\u4e60--\u901a\u8fc7\u4f20\u611f\u5668\u548c\u6267\u884c\u5668\u5728\u73b0\u5b9e\u4e2d\u7684\u6574\u5408\u65b9\u5f0f\u3002\u7531\u6b64\u4ea7\u751f\u7684\u7406\u89e3\u53ef\u4ee5\u5f3a\u8c03\u4f20\u611f\u5668\u548c\u6267\u884c\u5668\u7684\u91cd\u8981\u6027\uff0c\u5b83\u4eec\u662f\u4eba\u5de5\u667a\u80fd\u548c\u5b83\u7684\u53cc\u91cd\u754c\u9762\u3002 <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/redanalysis.org\/zh\/2019\/01\/14\/inserting-artificial-intelligence-in-reality-drivers-of-ai\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">\"\u4eba\u5de5\u667a\u80fd\u7684\u4f20\u611f\u5668\u548c\u6267\u884c\u5668\uff081\uff09\uff1a\u5728\u73b0\u5b9e\u4e2d\u63d2\u5165\u4eba\u5de5\u667a\u80fd\"<\/span><\/a><\/p>","protected":false},"author":1,"featured_media":20225,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[2568,2524],"tags":[2177,2580,1789,2710,2560,116,2712],"class_list":["post-20173","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","category-cybersecurity","tag-ai","tag-alphago","tag-featured","tag-gan","tag-open-access","tag-security","tag-virtual","entry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - 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Foreseeing the Future AI-powered World\",\"New Tech and Cyber Security\"],\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/redanalysis.org\\\/2019\\\/01\\\/14\\\/inserting-artificial-intelligence-in-reality-drivers-of-ai\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/redanalysis.org\\\/2019\\\/01\\\/14\\\/inserting-artificial-intelligence-in-reality-drivers-of-ai\\\/\",\"url\":\"https:\\\/\\\/redanalysis.org\\\/2019\\\/01\\\/14\\\/inserting-artificial-intelligence-in-reality-drivers-of-ai\\\/\",\"name\":\"Sensor and Actuator for AI (1): Inserting Artificial Intelligence in Reality: Sensor and Actuator\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/redanalysis.org\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/redanalysis.org\\\/2019\\\/01\\\/14\\\/inserting-artificial-intelligence-in-reality-drivers-of-ai\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/redanalysis.org\\\/2019\\\/01\\\/14\\\/inserting-artificial-intelligence-in-reality-drivers-of-ai\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/redanalysis.org\\\/wp-content\\\/uploads\\\/2019\\\/01\\\/sensor-1038.jpg\",\"datePublished\":\"2019-01-14T12:35:12+00:00\",\"dateModified\":\"2024-11-25T16:22:32+00:00\",\"description\":\"Beyond hype and hatred, this article focuses on the way Artificial Intelligence (AI)\\\/Deep Learning is integrated in reality, through sensor and actuator.\",\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/redanalysis.org\\\/2019\\\/01\\\/14\\\/inserting-artificial-intelligence-in-reality-drivers-of-ai\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\\\/\\\/redanalysis.org\\\/2019\\\/01\\\/14\\\/inserting-artificial-intelligence-in-reality-drivers-of-ai\\\/#primaryimage\",\"url\":\"https:\\\/\\\/redanalysis.org\\\/wp-content\\\/uploads\\\/2019\\\/01\\\/sensor-1038.jpg\",\"contentUrl\":\"https:\\\/\\\/redanalysis.org\\\/wp-content\\\/uploads\\\/2019\\\/01\\\/sensor-1038.jpg\",\"width\":1038,\"height\":576,\"caption\":\"sensor and expressor, driver, Artificial Intelligence, AI, Strategic Foresight, Red Team Analysis Society\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/redanalysis.org\\\/#website\",\"url\":\"https:\\\/\\\/redanalysis.org\\\/\",\"name\":\"The Red Team Analysis Society\",\"description\":\"Strategic Foresight &amp; Early Warning \uff65 Political &amp; Geopolitical Risk \u00b7 Scenarios\",\"publisher\":{\"@id\":\"https:\\\/\\\/redanalysis.org\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/redanalysis.org\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/redanalysis.org\\\/#organization\",\"name\":\"The Red Team Analysis Society\",\"url\":\"https:\\\/\\\/redanalysis.org\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\\\/\\\/redanalysis.org\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/redanalysis.org\\\/wp-content\\\/uploads\\\/2017\\\/03\\\/logo-Sans-fond-interior-white-thick-circle-3-1-250.png\",\"contentUrl\":\"https:\\\/\\\/redanalysis.org\\\/wp-content\\\/uploads\\\/2017\\\/03\\\/logo-Sans-fond-interior-white-thick-circle-3-1-250.png\",\"width\":250,\"height\":250,\"caption\":\"The Red Team Analysis Society\"},\"image\":{\"@id\":\"https:\\\/\\\/redanalysis.org\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/pages\\\/Red-Team-Analysis\\\/341280995886057\",\"https:\\\/\\\/x.com\\\/HLavoix\",\"https:\\\/\\\/www.instagram.com\\\/helenelavoix\\\/\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/5403964\\\/admin\\\/dashboard\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/redanalysis.org\\\/#\\\/schema\\\/person\\\/6886ef37ab2b2804bc70995f4ba653d4\",\"name\":\"Dr Helene Lavoix (MSc PhD Lond)\",\"description\":\"Dr Helene Lavoix is President and Founder of The Red Team Analysis Society. 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