{"id":632850,"date":"2020-03-02T13:05:15","date_gmt":"2020-02-18T23:59:09","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-event&#038;p=632850"},"modified":"2025-08-06T11:53:21","modified_gmt":"2025-08-06T18:53:21","slug":"ai-institute-2020","status":"publish","type":"msr-event","link":"https:\/\/www.microsoft.com\/en-us\/research\/event\/ai-institute-2020\/","title":{"rendered":"AI Institute &#8220;Real-World Reinforcement Learning&#8221; 2020"},"content":{"rendered":"\n\n<p><strong>Venue:<\/strong> Microsoft Research Redmond<br \/>\nBuilding 99\/1919<br \/>\n14820 NE 36th St<br \/>\nRedmond, WA 98052<\/p>\n<p><strong>Contact us:<\/strong> <a href=\"mailto:msrevent@microsoft.com\">msrevent@microsoft.com<\/a><span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n<div style=\"font-size: 80%;margin-bottom: 20px\"><em>Photo above: Attendees of the 2019 AI Institute on Geometry of Deep Learning<\/em><\/div>\n<div style=\"background-color: #dddddd;padding: 25px 10px 10px 30px\">\n<blockquote><p><strong>The well-being of our teams & community<\/strong><br \/>\n<em>After a close review of guidance by global health authorities and out of an abundance of caution, we\u2019ve made the difficult decision to cancel the AI Institute &#8220;Real-World Reinforcement Learning&#8221; 2020 event. The health and safety of our teams and community around the world is our top priority.<\/em><\/p><\/blockquote>\n<\/div>\n<div style=\"height: 25px\"><\/div>\n<p>Reinforcement Learning has recently enjoyed several notable successes and holds great promise to revolutionize the practice of machine learning by reducing the dependence on labeled examples and directly improving systems as we interact with them. At the same time, Reinforcement Learning algorithms are far from the level of maturity and reliability needed for such real-world deployments and the field faces several obstacles\u2014the reproducibility of results, sample inefficiency for real-world uses, and reward misspecification, to name a few. The goal of this workshop is to bring together folks working on a wide range of topics, both theoretical and empirical, in Reinforcement Learning and its applications to share their perspectives, bolster collaborations, and look for new angles of attack on these challenges.<\/p>\n<h3><strong>Program Committee Members<\/strong><\/h3>\n<p><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/alekha\/\">Alekh Agarwal<\/a><br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/mahauskn\/\">Matthew Hausknecht<\/a><br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/adswamin\/\">Adith Swaminathan<\/a><br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/dedey\/\">Debadeepta Dey<\/a><br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/akolobov\/\">Andrey Kolobov<\/a><br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/jcl\/\">John Langford<\/a><br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/kahofman\/\">Katja Hofmann<\/a><br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/havansei\/\">Harm van Seijen<\/a><\/p>\n<p>&nbsp;<\/p>\n<h3>Microsoft\u2019s Event Code of Conduct<\/h3>\n<p>Microsoft\u2019s mission is to empower every person and every organization on the planet to achieve more. This includes events Microsoft hosts and participates in, where we seek to create a respectful, friendly, and inclusive experience for all participants. As such, we do not tolerate harassing or disrespectful behavior, messages, images, or interactions by any event participant, in any form, at any aspect of the program including business and social activities, regardless of location. We do not tolerate any behavior that is degrading to any gender, race, sexual orientation or disability, or any behavior that would violate\u00a0<a href=\"https:\/\/www.microsoft.com\/en-us\/legal\/compliance\/default.aspx\">Microsoft\u2019s Anti-Harassment and Anti-Discrimination Policy, Equal Employment Opportunity Policy, or Standards of Business Conduct<\/a>. In short, the entire experience at the venue must meet our culture standards. We encourage everyone to assist in creating a welcoming and safe environment. Please report any concerns, harassing behavior, or suspicious or disruptive activity to venue staff, the event host or owner, or event staff. Microsoft reserves the right to refuse admittance to or remove any person from company-sponsored events at any time in its sole discretion.<\/p>\n<p>\n\t<a\n\t\thref=\"https:\/\/app.convercent.com\/en-us\/Anonymous\/IssueIntake\/LandingPage\/65d3b907-0933-e611-8105-000d3ab03673\"\n\t\tclass=\"button cta-link\"\n\t\tdata-bi-type=\"button\"\n\t\tdata-bi-cN=\"Report a concern\"\n\t\tdata-bi-tN=\"shortcodes\/msr-button\"\n\t\ttarget=\"_blank\" rel=\"noopener noreferrer\">\n\t\tReport a concern\t<\/a>\n\n\t<span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n<ul>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/sites.google.com\/site\/yburda\/\" target=\"_blank\" rel=\"noopener\">Yuri Burda<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Open AI<\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.linkedin.com\/in\/mohammad-ghavamzadeh\/\" target=\"_blank\" rel=\"noopener\">Mohammed Ghavamzedah<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, FAIR<\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/las.inf.ethz.ch\/krausea\" target=\"_blank\" rel=\"noopener\">Andreas Krause<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, ETH Zurich<\/li>\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/jcl\/\">John Langford<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Microsoft<\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www2.eecs.berkeley.edu\/Faculty\/Homepages\/svlevine.html\" target=\"_blank\" rel=\"noopener\">Sergey Levine<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Berkeley<\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.cs.princeton.edu\/~karthikn\/\" target=\"_blank\" rel=\"noopener\">Karthik Narasimhan<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Princeton<\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/people.eecs.berkeley.edu\/~pathak\/\" target=\"_blank\" rel=\"noopener\">Deepak Pathak<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Berkeley<\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.ias.informatik.tu-darmstadt.de\/Member\/JanPeters\" target=\"_blank\" rel=\"noopener\">Jan Peters<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, TU Darmstadt<\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"http:\/\/joschu.net\/\" target=\"_blank\" rel=\"noopener\">John Schulman<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Open AI<\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/web.stanford.edu\/~bvr\/\" target=\"_blank\" rel=\"noopener\">Ben Van Roy<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Stanford<\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"http:\/\/www.yisongyue.com\/\" target=\"_blank\" rel=\"noopener\">Yisong Yue<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Caltech<\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.linkedin.com\/in\/wojciech-zaremba-356568164\/\" target=\"_blank\" rel=\"noopener\">Wojech Zaremba<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Open AI<\/li>\n<\/ul>\n<p><span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The AI Institute \"Real-World Reinforcement Learning\" 2020 workshop brings together folks working on Reinforcement Learning topics, both theoretical and empirical.<\/p>\n","protected":false},"featured_media":640545,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr_startdate":"2020-08-26","msr_enddate":"2020-08-28","msr_location":"Redmond, Washington, USA","msr_expirationdate":"","msr_event_recording_link":"","msr_event_link":"","msr_event_link_redirect":false,"msr_event_time":"","msr_hide_region":false,"msr_private_event":true,"msr_hide_image_in_river":0,"footnotes":""},"research-area":[13556],"msr-region":[197900],"msr-event-type":[197944],"msr-video-type":[],"msr-locale":[268875],"msr-program-audience":[],"msr-post-option":[],"msr-impact-theme":[],"class_list":["post-632850","msr-event","type-msr-event","status-publish","has-post-thumbnail","hentry","msr-research-area-artificial-intelligence","msr-region-north-america","msr-event-type-hosted-by-microsoft","msr-locale-en_us"],"msr_about":"<!-- wp:msr\/event-details {\"title\":\"AI Institute u0022Real-World Reinforcement Learningu0022 2020\",\"backgroundColor\":\"grey\",\"image\":{\"id\":640545,\"url\":\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/03\/AI-Institute-2020_header_02_2020_1920x720.jpg\",\"alt\":\"\"}} \/-->\n\n<!-- wp:msr\/content-tabs --><!-- wp:msr\/content-tab {\"title\":\"About\"} --><!-- wp:freeform --><p><strong>Venue:<\/strong> Microsoft Research Redmond<br \/>\nBuilding 99\/1919<br \/>\n14820 NE 36th St<br \/>\nRedmond, WA 98052<\/p>\n<p><strong>Contact us:<\/strong> <a href=\"mailto:msrevent@microsoft.com\">msrevent@microsoft.com<\/a><span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n<div style=\"font-size: 80%;margin-bottom: 20px\"><em>Photo above: Attendees of the 2019 AI Institute on Geometry of Deep Learning<\/em><\/div>\n<div style=\"background-color: #dddddd;padding: 25px 10px 10px 30px\">\n<blockquote><p><strong>The well-being of our teams &amp; community<\/strong><br \/>\n<em>After a close review of guidance by global health authorities and out of an abundance of caution, we\u2019ve made the difficult decision to cancel the AI Institute &#8220;Real-World Reinforcement Learning&#8221; 2020 event. The health and safety of our teams and community around the world is our top priority.<\/em><\/p><\/blockquote>\n<\/div>\n<div style=\"height: 25px\"><\/div>\n<p>Reinforcement Learning has recently enjoyed several notable successes and holds great promise to revolutionize the practice of machine learning by reducing the dependence on labeled examples and directly improving systems as we interact with them. At the same time, Reinforcement Learning algorithms are far from the level of maturity and reliability needed for such real-world deployments and the field faces several obstacles\u2014the reproducibility of results, sample inefficiency for real-world uses, and reward misspecification, to name a few. The goal of this workshop is to bring together folks working on a wide range of topics, both theoretical and empirical, in Reinforcement Learning and its applications to share their perspectives, bolster collaborations, and look for new angles of attack on these challenges.<\/p>\n<h3><strong>Program Committee Members<\/strong><\/h3>\n<p><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/alekha\/\">Alekh Agarwal<\/a><br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/mahauskn\/\">Matthew Hausknecht<\/a><br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/adswamin\/\">Adith Swaminathan<\/a><br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/dedey\/\">Debadeepta Dey<\/a><br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/akolobov\/\">Andrey Kolobov<\/a><br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/jcl\/\">John Langford<\/a><br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/kahofman\/\">Katja Hofmann<\/a><br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/havansei\/\">Harm van Seijen<\/a><\/p>\n<p>&nbsp;<\/p>\n<h3>Microsoft\u2019s Event Code of Conduct<\/h3>\n<p>Microsoft\u2019s mission is to empower every person and every organization on the planet to achieve more. This includes events Microsoft hosts and participates in, where we seek to create a respectful, friendly, and inclusive experience for all participants. As such, we do not tolerate harassing or disrespectful behavior, messages, images, or interactions by any event participant, in any form, at any aspect of the program including business and social activities, regardless of location. We do not tolerate any behavior that is degrading to any gender, race, sexual orientation or disability, or any behavior that would violate\u00a0<a href=\"https:\/\/www.microsoft.com\/en-us\/legal\/compliance\/default.aspx\">Microsoft\u2019s Anti-Harassment and Anti-Discrimination Policy, Equal Employment Opportunity Policy, or Standards of Business Conduct<\/a>. In short, the entire experience at the venue must meet our culture standards. We encourage everyone to assist in creating a welcoming and safe environment. Please report any concerns, harassing behavior, or suspicious or disruptive activity to venue staff, the event host or owner, or event staff. Microsoft reserves the right to refuse admittance to or remove any person from company-sponsored events at any time in its sole discretion.<\/p>\n<p>\n\t<a\n\t\thref=\"https:\/\/app.convercent.com\/en-us\/Anonymous\/IssueIntake\/LandingPage\/65d3b907-0933-e611-8105-000d3ab03673\"\n\t\tclass=\"button cta-link\"\n\t\tdata-bi-type=\"button\"\n\t\tdata-bi-cN=\"Report a concern\"\n\t\tdata-bi-tN=\"shortcodes\/msr-button\"\n\t\ttarget=\"_blank\" rel=\"noopener noreferrer\">\n\t\tReport a concern\t<\/a>\n\n\t<span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n<!-- \/wp:freeform --><!-- \/wp:msr\/content-tab --><!-- wp:msr\/content-tab {\"title\":\"Speakers\"} --><!-- wp:freeform --><ul>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/sites.google.com\/site\/yburda\/\" target=\"_blank\" rel=\"noopener\">Yuri Burda<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Open AI<\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.linkedin.com\/in\/mohammad-ghavamzadeh\/\" target=\"_blank\" rel=\"noopener\">Mohammed Ghavamzedah<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, FAIR<\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/las.inf.ethz.ch\/krausea\" target=\"_blank\" rel=\"noopener\">Andreas Krause<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, ETH Zurich<\/li>\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/jcl\/\">John Langford<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Microsoft<\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www2.eecs.berkeley.edu\/Faculty\/Homepages\/svlevine.html\" target=\"_blank\" rel=\"noopener\">Sergey Levine<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Berkeley<\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.cs.princeton.edu\/~karthikn\/\" target=\"_blank\" rel=\"noopener\">Karthik Narasimhan<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Princeton<\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/people.eecs.berkeley.edu\/~pathak\/\" target=\"_blank\" rel=\"noopener\">Deepak Pathak<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Berkeley<\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.ias.informatik.tu-darmstadt.de\/Member\/JanPeters\" target=\"_blank\" rel=\"noopener\">Jan Peters<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, TU Darmstadt<\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"http:\/\/joschu.net\/\" target=\"_blank\" rel=\"noopener\">John Schulman<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Open AI<\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/web.stanford.edu\/~bvr\/\" target=\"_blank\" rel=\"noopener\">Ben Van Roy<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Stanford<\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"http:\/\/www.yisongyue.com\/\" target=\"_blank\" rel=\"noopener\">Yisong Yue<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Caltech<\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.linkedin.com\/in\/wojciech-zaremba-356568164\/\" target=\"_blank\" rel=\"noopener\">Wojech Zaremba<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Open AI<\/li>\n<\/ul>\n<p><span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n<!-- \/wp:freeform --><!-- \/wp:msr\/content-tab --><!-- \/wp:msr\/content-tabs -->","tab-content":[{"id":0,"name":"About","content":"<div style=\"font-size: 80%;margin-bottom: 20px\"><em>Photo above: Attendees of the 2019 AI Institute on Geometry of Deep Learning<\/em><\/div>\r\n<div style=\"background-color: #dddddd;padding: 25px 10px 10px 30px\">\r\n<blockquote><strong>The well-being of our teams &amp; community<\/strong>\r\n<em>After a close review of guidance by global health authorities and out of an abundance of caution, we\u2019ve made the difficult decision to cancel the AI Institute \"Real-World Reinforcement Learning\" 2020 event. The health and safety of our teams and community around the world is our top priority.<\/em><\/blockquote>\r\n<\/div>\r\n<div style=\"height: 25px\"><\/div>\r\nReinforcement Learning has recently enjoyed several notable successes and holds great promise to revolutionize the practice of machine learning by reducing the dependence on labeled examples and directly improving systems as we interact with them. At the same time, Reinforcement Learning algorithms are far from the level of maturity and reliability needed for such real-world deployments and the field faces several obstacles\u2014the reproducibility of results, sample inefficiency for real-world uses, and reward misspecification, to name a few. The goal of this workshop is to bring together folks working on a wide range of topics, both theoretical and empirical, in Reinforcement Learning and its applications to share their perspectives, bolster collaborations, and look for new angles of attack on these challenges.\r\n<h3><strong>Program Committee Members<\/strong><\/h3>\r\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/alekha\/\">Alekh Agarwal<\/a>\r\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/mahauskn\/\">Matthew Hausknecht<\/a>\r\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/adswamin\/\">Adith Swaminathan<\/a>\r\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/dedey\/\">Debadeepta Dey<\/a>\r\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/akolobov\/\">Andrey Kolobov<\/a>\r\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/jcl\/\">John Langford<\/a>\r\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/kahofman\/\">Katja Hofmann<\/a>\r\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/havansei\/\">Harm van Seijen<\/a>\r\n\r\n&nbsp;\r\n<h3>Microsoft\u2019s Event Code of Conduct<\/h3>\r\nMicrosoft\u2019s mission is to empower every person and every organization on the planet to achieve more. This includes events Microsoft hosts and participates in, where we seek to create a respectful, friendly, and inclusive experience for all participants. As such, we do not tolerate harassing or disrespectful behavior, messages, images, or interactions by any event participant, in any form, at any aspect of the program including business and social activities, regardless of location. We do not tolerate any behavior that is degrading to any gender, race, sexual orientation or disability, or any behavior that would violate\u00a0<a href=\"https:\/\/www.microsoft.com\/en-us\/legal\/compliance\/default.aspx\">Microsoft\u2019s Anti-Harassment and Anti-Discrimination Policy, Equal Employment Opportunity Policy, or Standards of Business Conduct<\/a>. In short, the entire experience at the venue must meet our culture standards. We encourage everyone to assist in creating a welcoming and safe environment. Please report any concerns, harassing behavior, or suspicious or disruptive activity to venue staff, the event host or owner, or event staff. Microsoft reserves the right to refuse admittance to or remove any person from company-sponsored events at any time in its sole discretion.\r\n\r\n[msr-button text=\"Report a concern\" url=\"https:\/\/app.convercent.com\/en-us\/Anonymous\/IssueIntake\/LandingPage\/65d3b907-0933-e611-8105-000d3ab03673\" new-window=\"true\" ]"},{"id":1,"name":"Speakers","content":"<ul>\r\n \t<li><a href=\"https:\/\/sites.google.com\/site\/yburda\/\" target=\"_blank\" rel=\"noopener\">Yuri Burda<\/a>, Open AI<\/li>\r\n \t<li><a href=\"https:\/\/www.linkedin.com\/in\/mohammad-ghavamzadeh\/\" target=\"_blank\" rel=\"noopener\">Mohammed Ghavamzedah<\/a>, FAIR<\/li>\r\n \t<li><a href=\"https:\/\/las.inf.ethz.ch\/krausea\" target=\"_blank\" rel=\"noopener\">Andreas Krause<\/a>, ETH Zurich<\/li>\r\n \t<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/jcl\/\">John Langford<\/a>, Microsoft<\/li>\r\n \t<li><a href=\"https:\/\/www2.eecs.berkeley.edu\/Faculty\/Homepages\/svlevine.html\" target=\"_blank\" rel=\"noopener\">Sergey Levine<\/a>, Berkeley<\/li>\r\n \t<li><a href=\"https:\/\/www.cs.princeton.edu\/~karthikn\/\" target=\"_blank\" rel=\"noopener\">Karthik Narasimhan<\/a>, Princeton<\/li>\r\n \t<li><a href=\"https:\/\/people.eecs.berkeley.edu\/~pathak\/\" target=\"_blank\" rel=\"noopener\">Deepak Pathak<\/a>, Berkeley<\/li>\r\n \t<li><a href=\"https:\/\/www.ias.informatik.tu-darmstadt.de\/Member\/JanPeters\" target=\"_blank\" rel=\"noopener\">Jan Peters<\/a>, TU Darmstadt<\/li>\r\n \t<li><a href=\"http:\/\/joschu.net\/\" target=\"_blank\" rel=\"noopener\">John Schulman<\/a>, Open AI<\/li>\r\n \t<li><a href=\"https:\/\/web.stanford.edu\/~bvr\/\" target=\"_blank\" rel=\"noopener\">Ben Van Roy<\/a>, Stanford<\/li>\r\n \t<li><a href=\"http:\/\/www.yisongyue.com\/\" target=\"_blank\" rel=\"noopener\">Yisong Yue<\/a>, Caltech<\/li>\r\n \t<li><a href=\"https:\/\/www.linkedin.com\/in\/wojciech-zaremba-356568164\/\" target=\"_blank\" rel=\"noopener\">Wojech Zaremba<\/a>, Open AI<\/li>\r\n<\/ul>"}],"msr_startdate":"2020-08-26","msr_enddate":"2020-08-28","msr_event_time":"","msr_location":"Redmond, Washington, USA","msr_event_link":"","msr_event_recording_link":"","msr_startdate_formatted":"August 26, 2020","msr_register_text":"Watch now","msr_cta_link":"","msr_cta_text":"","msr_cta_bi_name":"","featured_image_thumbnail":"<img width=\"960\" height=\"540\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/03\/AI-Institute-2020_header_02_2020_1920x720-960x540.jpg\" class=\"img-object-cover\" alt=\"Photo: Attendees of the 2019 AI Institute on Geometry of Deep Learning\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/03\/AI-Institute-2020_header_02_2020_1920x720-960x540.jpg 960w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/03\/AI-Institute-2020_header_02_2020_1920x720-1066x600.jpg 1066w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/03\/AI-Institute-2020_header_02_2020_1920x720-655x368.jpg 655w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/03\/AI-Institute-2020_header_02_2020_1920x720-343x193.jpg 343w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/03\/AI-Institute-2020_header_02_2020_1920x720-640x360.jpg 640w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/03\/AI-Institute-2020_header_02_2020_1920x720-1280x720.jpg 1280w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/>","event_excerpt":"The AI Institute &quot;Real-World Reinforcement Learning&quot; 2020 workshop brings together folks working on Reinforcement Learning topics, both theoretical and empirical.","msr_research_lab":[199565],"related-researchers":[{"type":"user_nicename","display_name":"Katja Hofmann","user_id":32468,"people_section":"Section name 0","alias":"kahofman"},{"type":"user_nicename","display_name":"Andrey Kolobov","user_id":30910,"people_section":"Section name 0","alias":"akolobov"},{"type":"user_nicename","display_name":"John Langford","user_id":32204,"people_section":"Section name 0","alias":"jcl"}],"msr_impact_theme":[],"related-academic-programs":[],"related-groups":[],"related-projects":[],"related-opportunities":[],"related-publications":[],"related-videos":[],"related-posts":[],"_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-event\/632850","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-event"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-event"}],"version-history":[{"count":9,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-event\/632850\/revisions"}],"predecessor-version":[{"id":1146983,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-event\/632850\/revisions\/1146983"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media\/640545"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=632850"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=632850"},{"taxonomy":"msr-region","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-region?post=632850"},{"taxonomy":"msr-event-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-event-type?post=632850"},{"taxonomy":"msr-video-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video-type?post=632850"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=632850"},{"taxonomy":"msr-program-audience","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-program-audience?post=632850"},{"taxonomy":"msr-post-option","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-post-option?post=632850"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=632850"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}