{"id":6552,"date":"2025-04-10T06:23:00","date_gmt":"2025-04-09T21:23:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6552"},"modified":"2025-04-10T06:23:00","modified_gmt":"2025-04-09T21:23:00","slug":"review-refine-repeat-understanding-iterative-decoding-of-ai-agents-with-dynamic-evaluation-and-selection","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6552","title":{"rendered":"Review, Refine, Repeat: Understanding Iterative Decoding of AI Agents with Dynamic Evaluation and Selection\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Review, Refine, Repeat: Understanding Iterative Decoding of AI Agents with Dynamic Evaluation and Selection\u00a0<\/strong>[71.9]<br>Best-of-N (BON) \u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u306e\u3088\u3046\u306a\u63a8\u8ad6\u6642\u9593\u6cd5\u306f\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6539\u5584\u3059\u308b\u305f\u3081\u306e\u5358\u7d14\u3067\u52b9\u679c\u7684\u306a\u4ee3\u66ff\u624b\u6bb5\u3092\u63d0\u4f9b\u3059\u308b\u3002 \u672c\u7a3f\u3067\u306f,\u53cd\u5fa9\u7684\u6539\u826f\u3068\u52d5\u7684\u5019\u88dc\u8a55\u4fa1,\u691c\u8a3c\u5668\u306b\u3088\u308b\u9078\u629e\u3092\u4f75\u7528\u3057\u305f\u53cd\u5fa9\u7684\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5fa9\u53f7(IAD)\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2504.01931v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2504.01931v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 02 Apr 2025 17:40:47 GMT)<\/li>\n\n\n\n<li>\u300cIn this work, we proposed IAD : an iterative decoding approach for AI agent alignment with black box access which highlights the effectiveness of iterative decoding (guided by a verifier) for these complex agentic tasks.\u300d\u3068\uff08\u3088\u304f\u3042\u308b\uff09API\u5229\u7528\u3092\u524d\u63d0\u3068\u3057\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6539\u5584\u624b\u6cd5\u306e\u63d0\u6848\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[42],"class_list":["post-6552","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6552","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6552"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6552\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6552"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6552"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6552"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}