{"id":6521,"date":"2025-04-02T04:46:00","date_gmt":"2025-04-01T19:46:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6521"},"modified":"2025-04-02T04:46:00","modified_gmt":"2025-04-01T19:46:00","slug":"adaworld-learning-adaptable-world-models-with-latent-actions","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6521","title":{"rendered":"AdaWorld: Learning Adaptable World Models with Latent Actions"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>AdaWorld: Learning Adaptable World Models with Latent Actions\u00a0<\/strong>[76.5]<br>\u6211\u3005\u306f,\u52b9\u7387\u7684\u306a\u9069\u5fdc\u3092\u5b9f\u73fe\u3059\u308b\u9769\u65b0\u7684\u306a\u4e16\u754c\u30e2\u30c7\u30eb\u5b66\u7fd2\u624b\u6cd5\u3067\u3042\u308bAdaWorld\u3092\u63d0\u6848\u3059\u308b\u3002 \u4e3b\u8981\u306a\u30a2\u30a4\u30c7\u30a2\u306f\u3001\u4e16\u754c\u30e2\u30c7\u30eb\u306e\u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u4e2d\u306b\u30a2\u30af\u30b7\u30e7\u30f3\u60c5\u5831\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002 \u6b21\u306b\u3001\u3053\u308c\u3089\u306e\u6f5c\u4f0f\u884c\u52d5\u3092\u6761\u4ef6\u3068\u3057\u305f\u81ea\u5df1\u56de\u5e30\u7684\u4e16\u754c\u30e2\u30c7\u30eb\u3092\u958b\u767a\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2503.18938v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2503.18938v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 24 Mar 2025 17:58:15 GMT)<\/li>\n\n\n\n<li>\u300cWe present AdaWorld, an autoregressive world model that is highly adaptable across various environments. It can readily transfer actions to different contexts and allows efficient adaptation with limited interactions.\u300d\u3068\u3044\u3046AdaWorld\u306e\u63d0\u6848\u3002\u300cAdaWorld consists of two key components: a latent action autoencoder that extracts actions from unlabeled videos, and an autoregressive world model that takes the extracted actions as conditions.\u300d\u3068\u3044\u3046\u69cb\u6210\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/adaptable-world-model.github.io\/\">AdaWorld<\/a><\/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":[449],"class_list":["post-6521","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-world-model"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6521","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=6521"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6521\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6521"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6521"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6521"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}