{"id":14372,"date":"2024-08-14T17:09:25","date_gmt":"2024-08-14T09:09:25","guid":{"rendered":"http:\/\/192.168.10.115\/?p=14372"},"modified":"2024-08-14T17:09:25","modified_gmt":"2024-08-14T09:09:25","slug":"2024-08-14%e3%80%90%e5%90%8c%e6%b5%8e%e5%a4%a7%e5%ad%a6%e5%92%8c%e9%a6%99%e6%b8%af%e4%b8%ad%e6%96%87%e5%a4%a7%e5%ad%a6%e3%80%91%e6%b7%b7%e5%90%88%e4%ba%a4%e9%80%9a%e4%b8%ad%e8%87%aa%e5%8a%a8%e9%a9%be","status":"publish","type":"post","link":"http:\/\/222.128.65.89:18086\/index.php\/2024\/08\/14\/14372\/","title":{"rendered":"2024-08-14\u3010\u540c\u6d4e\u5927\u5b66\u548c\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\u3011\u6df7\u5408\u4ea4\u901a\u4e2d\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u53d8\u9053\u7684\u4eba\u7c7b\u53cd\u9988\u5f3a\u5316\u5b66\u4e60"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"703\" height=\"132\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/08\/image-33.png\" alt=\"\" class=\"wp-image-14373\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/08\/image-33.png 703w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/08\/image-33-300x56.png 300w\" sizes=\"(max-width: 703px) 100vw, 703px\" \/><\/figure>\n\n\n\n<p>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/pdf\/2408.04447<\/p>\n\n\n\n<p>\u6458\u8981<\/p>\n\n\n\n<p>\u672c\u6587\u4ecb\u7ecd\u4e86\u6df7\u5408\u4ea4\u901a\u4e2d\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u53d8\u9053\u7684\u4eba\u7c7b\u53cd\u9988\u5f3a\u5316\u5b66\u4e60\u3002\u65b0\u5174\u7684\u81ea\u52a8\u9a7e\u9a76\u9886\u57df\u9700\u8981\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\uff08AVs\uff09\u4e0e\u4eba\u7c7b\u9a7e\u9a76\u6c7d\u8f66\u65e0\u7f1d\u96c6\u6210\uff0c\u5176\u8981\u6c42\u66f4\u53ef\u9884\u6d4b\u7684AV\u884c\u4e3a\u4ee5\u53ca\u589e\u5f3a\u4e0e\u4eba\u7c7b\u9a7e\u9a76\u5458\u7684\u4ea4\u4e92\u3002\u7531\u4e8e\u7c7b\u4eba\u9a7e\u9a76\uff08\u7279\u522b\u662f\u9ad8\u901f\u516c\u8def\u4e0a\u7684\u53d8\u9053\u884c\u4e3a\uff09\u5bf9\u5b89\u5168\u6027\u548c\u4ea4\u901a\u6d41\u5177\u6709\u91cd\u5927\u5f71\u54cd\uff0c\u56e0\u6b64\u8fd9\u662f\u4e00\u4e2a\u5173\u952e\u7684\u7814\u7a76\u9886\u57df\u3002\u4f20\u7edf\u7684\u57fa\u4e8e\u89c4\u5219\u7684\u51b3\u7b56\u65b9\u6cd5\u5f80\u5f80\u65e0\u6cd5\u6982\u62ec\u4e0d\u540c\u9a7e\u9a76\u573a\u666f\u4e2d\u4eba\u7c7b\u884c\u4e3a\u7684\u7ec6\u5fae\u5dee\u522b\uff0c\u800c\u4e3a\u57fa\u4e8e\u5b66\u4e60\u7684\u65b9\u6cd5\u8bbe\u8ba1\u5956\u52b1\u51fd\u6570\u5219\u4f1a\u5f15\u5165\u590d\u6742\u6027\u3002\u672c\u6587\u7814\u7a76\u4e86\u4eba\u7c7b\u53cd\u9988\u5f3a\u5316\u5b66\u4e60\uff08RLHF\uff09\u6a21\u4eff\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u4e2d\u7c7b\u4eba\u53d8\u9053\u51b3\u7b56\u7684\u5e94\u7528\u3002\u521d\u59cb\u7684RL\u7b56\u7565\u7ecf\u8fc7\u9884\u8bad\u7ec3\uff0c\u4ee5\u786e\u4fdd\u5b89\u5168\u53d8\u9053\u3002\u968f\u540e\uff0c\u8be5\u7b56\u7565\u88ab\u7528\u4e8e\u91c7\u96c6\u6570\u636e\uff0c\u7136\u540e\u7531\u4eba\u7c7b\u5bf9\u6570\u636e\u8fdb\u884c\u6807\u6ce8\uff0c\u4ee5\u8bad\u7ec3\u5956\u52b1\u6a21\u578b\uff0c\u8be5\u6a21\u578b\u80fd\u591f\u8fa8\u522b\u4e0e\u4eba\u7c7b\u504f\u597d\u4e00\u81f4\u7684\u53d8\u9053\u3002\u8fd9\u79cd\u57fa\u4e8e\u4eba\u7c7b\u4fe1\u606f\u7684\u5956\u52b1\u6a21\u578b\u53d6\u4ee3\u4e86\u539f\u59cb\u7684\u5956\u52b1\u6a21\u578b\uff0c\u5f15\u5bfc\u7b56\u7565\u4f18\u5316\u4ee5\u53cd\u6620\u7c7b\u4eba\u504f\u597d\u3002\u672c\u6587\u901a\u8fc7\u5f00\u53d1\u548c\u8bc4\u4f30\u969c\u788d\u7269\u4e30\u5bcc\u73af\u5883\u548c\u6df7\u5408\u81ea\u4e3b\u4ea4\u901a\u573a\u666f\u4e2d\u4fdd\u5b88\u548c\u6fc0\u8fdb\u7684\u53d8\u9053\u6a21\u578b\uff0c\u8bc1\u660e\u4e86RLHF\u5728\u4ea7\u751f\u7c7b\u4eba\u53d8\u9053\u65b9\u9762\u7684\u6709\u6548\u6027\u3002\u5b9e\u9a8c\u7ed3\u679c\u7a81\u51fa\u4e86RLHF\u5728\u4f7f\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u53d8\u9053\u884c\u4e3a\u591a\u6837\u5316\u65b9\u9762\u7684\u6f5c\u529b\uff0c\u8868\u660e\u5176\u5728\u589e\u5f3a\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u878d\u5165\u4eba\u7c7b\u9a7e\u9a76\u4ea4\u901a\u7ed3\u6784\u65b9\u9762\u7684\u53ef\u884c\u6027\u3002<\/p>\n\n\n\n<p>\u4e3b\u8981\u8d21\u732e<\/p>\n\n\n\n<p>\u672c\u6587\u7684\u4e3b\u8981\u8d21\u732e\u603b\u7ed3\u5982\u4e0b\uff1a<\/p>\n\n\n\n<p>1\uff09\u672c\u6587\u5c06\u7c7b\u4eba\u53d8\u9053\u95ee\u9898\u8f6c\u6362\u4e3a\u9a6c\u5c14\u53ef\u592b\u51b3\u7b56\u8fc7\u7a0b\uff08MDP\uff09\uff1b<\/p>\n\n\n\n<p>2\uff09\u672c\u6587\u5229\u7528\u4eba\u7c7b\u53cd\u9988\u5f3a\u5316\u5b66\u4e60\uff08RLHF\uff09\u7b97\u6cd5\u6765\u5fae\u8c03\u53d8\u9053\u51b3\u7b56\uff0c\u4ee5\u6539\u8fdb\u7b56\u7565\uff1b<\/p>\n\n\n\n<p>3\uff09\u672c\u6587\u5728\u4eff\u771f\u5e73\u53f0\u5185\u9a8c\u8bc1\u4e86RLHF\u5728\u907f\u969c\u548c\u6df7\u5408\u81ea\u4e3b\u4ea4\u901a\u573a\u666f\u4e2d\u7684\u6709\u6548\u6027\u3002<\/p>\n\n\n\n<p><strong>\u8bba\u6587\u56fe\u7247\u548c\u8868\u683c<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"680\" height=\"618\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/08\/image-34.png\" alt=\"\" class=\"wp-image-14374\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/08\/image-34.png 680w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/08\/image-34-300x273.png 300w\" sizes=\"(max-width: 680px) 100vw, 680px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"559\" height=\"183\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/08\/image-35.png\" alt=\"\" class=\"wp-image-14375\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/08\/image-35.png 559w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/08\/image-35-300x98.png 300w\" sizes=\"(max-width: 559px) 100vw, 559px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" 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