{"id":1132218,"date":"2025-02-25T12:40:10","date_gmt":"2025-02-25T20:40:10","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-video&#038;p=1132218"},"modified":"2025-03-03T15:14:46","modified_gmt":"2025-03-03T23:14:46","slug":"belief-state-transformers-microsoft-research-forum","status":"publish","type":"msr-video","link":"https:\/\/www.microsoft.com\/en-us\/research\/video\/belief-state-transformers-microsoft-research-forum\/","title":{"rendered":"Belief state transformers | Microsoft Research Forum"},"content":{"rendered":"\n<p>John Langford, Partner Research Manager, Microsoft Research AI Frontiers showcases a new transformer architecture that generates compact belief states for goal-conditioned planning, enhancing planning algorithms&#8217; efficiency and effectiveness.<\/p>\n\n\n\n<p>This session aired on February 25, 2025, at Microsoft Research Forum, Episode 5.<\/p>\n\n\n\n<p>Register for the series: <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/aka.ms\/registerresearchforumYTe5\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/aka.ms\/registerresearchforumYTe5<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/p>\n\n\n\n<p>Continue watching episode 5: <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/aka.ms\/researchforumYTe5\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/aka.ms\/researchforumYTe5<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/p>\n\n\n\n<p>Explore all previous episodes: <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/aka.ms\/researchforumYTplaylist\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/aka.ms\/researchforumYTplaylist<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>John Langford, Partner Research Manager, Microsoft Research AI Frontiers showcases a new transformer architecture that generates compact belief states for goal-conditioned planning, enhancing planning algorithms&#8217; efficiency and effectiveness. This session aired on February 25, 2025, at Microsoft Research Forum, Episode 5. Register for the series: https:\/\/aka.ms\/registerresearchforumYTe5 (opens in new tab) Continue watching episode 5: https:\/\/aka.ms\/researchforumYTe5 [&hellip;]<\/p>\n","protected":false},"featured_media":1132221,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","footnotes":""},"research-area":[13556],"msr-video-type":[268311],"msr-locale":[268875],"msr-post-option":[269148,269142],"msr-impact-theme":[264846],"msr-pillar":[],"class_list":["post-1132218","msr-video","type-msr-video","status-publish","has-post-thumbnail","hentry","msr-research-area-artificial-intelligence","msr-video-type-microsoft-research-forum","msr-locale-en_us","msr-post-option-approved-for-river","msr-post-option-include-in-river"],"msr_download_urls":"","msr_external_url":"https:\/\/youtu.be\/aqhbRtB2Fyg","msr_secondary_video_url":"","msr_video_file":"http:\/\/0","_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video\/1132218","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-video"}],"version-history":[{"count":3,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video\/1132218\/revisions"}],"predecessor-version":[{"id":1133460,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video\/1132218\/revisions\/1133460"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media\/1132221"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=1132218"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=1132218"},{"taxonomy":"msr-video-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video-type?post=1132218"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=1132218"},{"taxonomy":"msr-post-option","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-post-option?post=1132218"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=1132218"},{"taxonomy":"msr-pillar","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-pillar?post=1132218"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}