{"id":7214,"date":"2026-01-09T04:48:22","date_gmt":"2026-01-08T20:48:22","guid":{"rendered":"https:\/\/infernews.com\/?p=7214"},"modified":"2026-01-09T14:31:05","modified_gmt":"2026-01-09T06:31:05","slug":"thinkrl-edit-%e8%a6%96%e8%a6%ba%e6%8e%a8%e7%90%86%e8%88%87%e5%bd%b1%e5%83%8f%e5%90%88%e6%88%90%e6%a1%86%e6%9e%b6","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/thinkrl-edit-%e8%a6%96%e8%a6%ba%e6%8e%a8%e7%90%86%e8%88%87%e5%bd%b1%e5%83%8f%e5%90%88%e6%88%90%e6%a1%86%e6%9e%b6\/","title":{"rendered":"ThinkRL\u2011Edit \u8996\u89ba\u63a8\u7406\u8207\u5f71\u50cf\u5408\u6210\u6846\u67b6"},"content":{"rendered":"\n<p>\u7531 ByteDance (\u5b57\u7bc0\u8df3\u52d5)\u63d0\u51fa <a href=\"https:\/\/arxiv.org\/pdf\/2601.03467\" target=\"_blank\" rel=\"noreferrer noopener\">ThinkRL\u2011Edit: Thinking in Reinforcement Learning for Reasoning\u2011Centric Image Editing<\/a>\u300c\u63a8\u7406\u5c0e\u5411\u300d\u5716\u50cf\u7de8\u8f2f\uff0c\u6307\u73fe\u6709\u7684 RL\u2011based \u7de8\u8f2f\u65b9\u6848\u53d7\u9650\u65bc\u4e09\u500b\u554f\u984c\uff1a\u63a2\u7d22\u7a7a\u9593\u53ea\u5728\u53bb\u566a\u96a8\u6a5f\u6027\u3001\u734e\u52f5\u51fd\u6578\u7684\u52a0\u6b0a\u4e0d\u5920\u516c\u5e73\u3001\u4ee5\u53ca VLM \u5224\u65b7\u734e\u52f5\u53ef\u80fd\u4e0d\u7a69\u5b9a\u3002\u4f5c\u8005\u63d0\u51fa\u7684 ThinkRL\u2011Edit \u6846\u67b6\u5c07\u8996\u89ba\u63a8\u7406\u8207\u5f71\u50cf\u5408\u6210\u5206\u958b\uff0c\u4e26\u5229\u7528 Chain\u2011of\u2011Thought \u7522\u751f\u591a\u5c64\u6b21\u7684\u63a8\u7406\u6a23\u672c\uff0c\u5305\u542b\u7b56\u5283\u8207\u81ea\u7701\u5169\u500b\u968e\u6bb5\uff0c\u8b93\u6a21\u578b\u5728\u5be6\u969b\u7522\u751f\u5716\u50cf\u524d\u5148\u8a55\u4f30\u591a\u7a2e\u8a9e\u610f\u5047\u8a2d\u7684\u53ef\u884c\u6027\u3002\u9019\u6a23\u7684\u8a2d\u8a08\u8b93\u63a2\u7d22\u4e0d\u518d\u53d7\u5230\u53bb\u566a\u904e\u7a0b\u7684\u675f\u7e1b\uff0c\u4e26\u900f\u904e\u7121\u504f\u7684\u734e\u52f5\u7b56\u7565\u63d0\u5347\u5716\u50cf\u7de8\u8f2f\u7684\u7cbe\u78ba\u5ea6\u8207\u4e00\u81f4\u6027\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/arxiv.org\/pdf\/2601.03467\" target=\"_blank\" rel=\" noreferrer noopener\"><img data-dominant-color=\"d0cdc7\" data-has-transparency=\"false\" style=\"--dominant-color: #d0cdc7;\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"804\" src=\"\/blog\/wp-content\/uploads\/2026\/01\/image.png\" alt=\"\" class=\"wp-image-7215 not-transparent\" srcset=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/01\/image.png 1024w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/01\/image-300x236.png 300w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/01\/image-768x603.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u7531 ByteDance (\u5b57\u7bc0\u8df3\u52d5)\u63d0\u51fa ThinkRL\u2011Edit: Thinking in Reinforcement Learning for Reasoning\u2011Centric Image Editing\u300c\u63a8\u7406\u5c0e\u5411\u300d\u5716\u50cf\u7de8\u8f2f\uff0c\u6307\u73fe\u6709\u7684 RL\u2011based \u7de8\u8f2f\u65b9\u6848\u53d7\u9650\u65bc\u4e09\u500b\u554f\u984c\uff1a\u63a2\u7d22\u7a7a\u9593\u53ea\u5728\u53bb\u566a\u96a8\u6a5f\u6027\u3001\u734e\u52f5\u51fd\u6578\u7684\u52a0\u6b0a\u4e0d\u5920\u516c\u5e73\u3001\u4ee5\u53ca VLM \u5224\u65b7\u734e\u52f5\u53ef\u80fd\u4e0d\u7a69\u5b9a\u3002\u4f5c\u8005\u63d0\u51fa\u7684 ThinkRL\u2011Edit \u6846\u67b6\u5c07\u8996\u89ba\u63a8\u7406\u8207\u5f71\u50cf\u5408\u6210\u5206\u958b\uff0c\u4e26\u5229\u7528 Chain\u2011of\u2011Thought \u7522\u751f\u591a\u5c64\u6b21\u7684\u63a8\u7406\u6a23\u672c\uff0c\u5305\u542b\u7b56\u5283\u8207\u81ea\u7701\u5169\u500b\u968e\u6bb5\uff0c\u8b93\u6a21\u578b\u5728\u5be6\u969b\u7522\u751f\u5716\u50cf\u524d\u5148\u8a55\u4f30\u591a\u7a2e\u8a9e\u610f\u5047\u8a2d\u7684\u53ef\u884c\u6027\u3002\u9019\u6a23\u7684\u8a2d\u8a08\u8b93\u63a2\u7d22\u4e0d\u518d\u53d7\u5230\u53bb\u566a\u904e\u7a0b\u7684\u675f\u7e1b\uff0c\u4e26\u900f\u904e\u7121\u504f\u7684\u734e\u52f5\u7b56\u7565\u63d0\u5347\u5716\u50cf\u7de8\u8f2f\u7684\u7cbe\u78ba\u5ea6\u8207\u4e00\u81f4\u6027\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAowvqSiDA:productID":"","footnotes":""},"categories":[176,120],"tags":[],"class_list":["post-7214","post","type-post","status-publish","format-standard","hentry","category-176","category-120"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/7214","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=7214"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/7214\/revisions"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=7214"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=7214"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=7214"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}