{"id":3342,"date":"2023-05-25T05:30:00","date_gmt":"2023-05-24T20:30:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3342"},"modified":"2023-05-25T05:30:00","modified_gmt":"2023-05-24T20:30:00","slug":"language-models-meet-world-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3342","title":{"rendered":"Language Models Meet World Models"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Language Models Meet World Models: Embodied Experiences Enhance Language Models\u00a0<\/strong>[33.2]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LM)\u306f\u3001\u7269\u7406\u7684\u74b0\u5883\u306b\u304a\u3051\u308b\u5358\u7d14\u306a\u63a8\u8ad6\u3068\u8a08\u753b\u306b\u3057\u3070\u3057\u3070\u82e6\u52b4\u3059\u308b\u3002 \u6211\u3005\u306f\u3001\u4e16\u754c\u30e2\u30c7\u30eb\u3067\u305d\u308c\u3089\u3092\u5fae\u8abf\u6574\u3059\u308b\u3053\u3068\u3067\u3001LM\u3092\u5f37\u5316\u3059\u308b\u65b0\u3057\u3044\u30d1\u30e9\u30c0\u30a4\u30e0\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2305.10626v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2305.10626v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 18 May 2023 00:35:38 GMT)<\/li>\n\n\n\n<li>\u4e16\u754c\u30e2\u30c7\u30eb\u3092\u7528\u3044\u3066LLM\u3092\u5f37\u5316\u3057\u3088\u3046\u3068\u3044\u3046\u53d6\u308a\u7d44\u307f\u3001\u00a0Embodied Experiences from World Models (E2WM)\u3068\u3044\u3046\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u6848\u3057\u3066\u3044\u308b\u3002\u30b7\u30df\u30e5\u30ec\u30fc\u30bf\uff08VirtualHome\uff09\u3092\u7528\u3044\u3066\u3088\u308a\u5e83\u3044\u60c5\u5831\u3092\u96c6\u3081\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u5927\u5909\u8208\u5473\u6df1\u3044\u3002<\/li>\n\n\n\n<li>\u91cd\u8981\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u4fdd\u8b77\u306a\u3069\u30b7\u30df\u30e5\u30ec\u30fc\u30bf\u304b\u3089\u5f97\u305f\u7d4c\u9a13\u3092\u53cd\u6620\u3059\u308b\u90e8\u5206\u3067\u3082low-rank adaptors \uff06 elastic weight consolidation\u306eEWC-LoRA\u3068\u3044\u3046\u624b\u6cd5\u3092\u7528\u3044\u3066\u3044\u308b\u305d\u3046\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":[125,223,576],"class_list":["post-3342","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-embodied","tag-llm","tag-576"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3342","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=3342"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3342\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3342"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3342"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3342"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}