{"id":127,"date":"2024-02-19T19:07:52","date_gmt":"2024-02-19T11:07:52","guid":{"rendered":"https:\/\/www.aitkcn.com\/?p=127"},"modified":"2025-05-01T22:52:39","modified_gmt":"2025-05-01T14:52:39","slug":"lstm%e7%94%b5%e5%8a%9b%e8%b4%9f%e8%8d%b7%e9%a2%84%e6%b5%8b%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/www.aitkcn.com\/index.php\/2024\/02\/19\/lstm%e7%94%b5%e5%8a%9b%e8%b4%9f%e8%8d%b7%e9%a2%84%e6%b5%8b%e6%a8%a1%e5%9e%8b\/","title":{"rendered":"lstm\/RL\u7535\u529b\u8d1f\u8377\u96c6\u7fa4\u534f\u540c\u63a7\u5236\u7b56\u7565\u6a21\u578b"},"content":{"rendered":"\n<h3 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class=\"wp-block-list\">\n<li><strong>\u6570\u636e\u6536\u96c6<\/strong>\uff1a\u6536\u96c6\u4e0e\u7535\u529b\u8d1f\u8377\u76f8\u5173\u7684\u591a\u6e90\u6570\u636e\uff0c\u5305\u62ec\u5386\u53f2\u8d1f\u8377\u6570\u636e\u3001\u6c14\u8c61\u6570\u636e\uff08\u6e29\u5ea6\u3001\u6e7f\u5ea6\u3001\u98ce\u901f\u7b49\uff09\u3001\u65e5\u671f\u4fe1\u606f\uff08\u5de5\u4f5c\u65e5\u3001\u8282\u5047\u65e5\u7b49\uff09\u3002\u53ef\u4ee5\u4ece\u7535\u529b\u516c\u53f8\u7684\u6570\u636e\u5e93\u3001\u6c14\u8c61\u90e8\u95e8\u7684\u7f51\u7ad9\u7b49\u6e20\u9053\u83b7\u53d6\u8fd9\u4e9b\u6570\u636e\u3002<\/li>\n\n\n\n<li><strong>\u6570\u636e\u6e05\u6d17<\/strong>\uff1a\u5bf9\u6536\u96c6\u5230\u7684\u6570\u636e\u8fdb\u884c\u6e05\u6d17\uff0c\u53bb\u9664\u7f3a\u5931\u503c\u3001\u5f02\u5e38\u503c\u548c\u91cd\u590d\u503c\u3002\u53ef\u4ee5\u4f7f\u7528\u63d2\u503c\u6cd5\uff08\u5982\u7ebf\u6027\u63d2\u503c\u3001\u6837\u6761\u63d2\u503c\uff09\u586b\u5145\u7f3a\u5931\u503c\uff0c\u4f7f\u7528\u7edf\u8ba1\u65b9\u6cd5\uff08\u5982\u57fa\u4e8e\u6807\u51c6\u5dee\u7684\u65b9\u6cd5\uff09\u8bc6\u522b\u548c\u5904\u7406\u5f02\u5e38\u503c\u3002<\/li>\n\n\n\n<li><strong>\u7279\u5f81\u5de5\u7a0b<\/strong>\uff1a\u4ece\u539f\u59cb\u6570\u636e\u4e2d\u63d0\u53d6\u6709\u4ef7\u503c\u7684\u7279\u5f81\uff0c\u5982\u8d1f\u8377\u7684\u5747\u503c\u3001\u65b9\u5dee\u3001\u8d8b\u52bf\u9879\u7b49\uff0c\u6c14\u8c61\u6570\u636e\u7684\u5b63\u8282\u6027\u7279\u5f81\u7b49\u3002\u540c\u65f6\uff0c\u5bf9\u6570\u636e\u8fdb\u884c\u5f52\u4e00\u5316\u5904\u7406\uff0c\u5c06\u6570\u636e\u7f29\u653e\u5230\u4e00\u4e2a\u5408\u9002\u7684\u8303\u56f4\uff0c\u5982 [0, 1] \u6216 [-1, 1]\uff0c\u4ee5\u63d0\u9ad8\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u7387\u548c\u7a33\u5b9a\u6027\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u8d1f\u8377\u9884\u6d4b\u6a21\u578b\uff08LSTM\uff09<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6a21\u578b\u6784\u5efa<\/strong>\uff1a\u4f7f\u7528 LSTM \u7f51\u7edc\u6784\u5efa\u7535\u529b\u8d1f\u8377\u9884\u6d4b\u6a21\u578b\u3002LSTM \u7f51\u7edc\u7531\u8f93\u5165\u5c42\u3001LSTM \u5c42\u548c\u8f93\u51fa\u5c42\u7ec4\u6210\u3002\u8f93\u5165\u5c42\u63a5\u6536\u9884\u5904\u7406\u540e\u7684\u6570\u636e\uff0cLSTM 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