


{"id":1858,"date":"2023-10-16T10:57:25","date_gmt":"2023-10-16T09:57:25","guid":{"rendered":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/?p=1858"},"modified":"2023-10-16T10:57:25","modified_gmt":"2023-10-16T09:57:25","slug":"dataninja-tandem-wins-best-paper-award-at-lod-2023-conference","status":"publish","type":"post","link":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/2023\/10\/16\/dataninja-tandem-wins-best-paper-award-at-lod-2023-conference\/","title":{"rendered":"Dataninja-Tandem wins Best Paper Award at LOD 2023 conference"},"content":{"rendered":"<p class=\"lead\">Our participation in this year's edition of the <a href=\"https:\/\/lod2023.icas.cc\" target=\"_blank\" rel=\"noopener\">LOD conference<\/a>, as previously announced in <a title=\"Two papers accepted for our second participation at LOD 2023 conference\" href=\"https:\/\/blogs.gm.fh-koeln.de\/ciop\/2023\/07\/11\/two-papers-accepted-for-our-second-participation-at-lod-2023-conference\/\" target=\"_blank\" rel=\"noopener\">one of our blog post<\/a>, proved to be an exceptionally enjoyable experience.<\/p>\n<p>The systematic evaluation of auxiliary tasks in reinforcement learning published in <a href=\"https:\/\/arxiv.org\/abs\/2310.04241\" target=\"_blank\" rel=\"noopener\">\u201cImproving Reinforcement Learning Efficiency with Auxiliary Tasks in Non-Visual Environments: A Comparison\u201d<\/a> by first author Moritz Lange (Dataninja-colleague from Ruhr University Bochum) generated significant interest, as did my presentation of our work <a href=\"https:\/\/www.gm.fh-koeln.de\/ciopwebpub\/Engelh23a.d\/Engelh23a.pdf\" target=\"_blank\" rel=\"noopener\">\u201c\u00d6kolopoly: Case Study on Large Action Spaces in Reinforcement Learning\u201d<\/a>.<br \/>\nThe quality of our collaboration in the <a href=\"https:\/\/dataninja.nrw\/?page_id=313\" target=\"_blank\" rel=\"noopener\">Dataninja (RL)<sup>3<\/sup>-project<\/a> was acknowledged: we are excited to share that the comparison of auxiliary tasks for RL won the <a href=\"https:\/\/lod2023.icas.cc\/best-paper-award\" target=\"_blank\" rel=\"noopener\">Best Paper Award<\/a>!<\/p>\n<p>Set against the picturesque backdrop of the Lake District, the conference provided an ideal setting for the thought-provoking keynote speeches that spanned a wide range of topics, from neuroscience to large language models and their applications. The LOD conference is held in conjunction with the <a href=\"https:\/\/acain2023.icas.cc\/\" target=\"_blank\" rel=\"noopener\">Advanced Course &amp; Symposium on Artificial Intelligence &amp; Neuroscience (ACAIN)<\/a>, a collaboration that fosters mutual respect for advancements in each respective field and promotes the exchange of valuable insights, enhancing the experience and value of both conferences.<\/p>\n<p>Beyond the scientific sessions, the hikes in the hills surrounding Lake Grasmere offered a fantastic opportunity for more in-depth discussions about science and life.<\/p>\n<div id=\"attachment_1860\" style=\"width: 590px\" class=\"wp-caption aligncenter\"><a class=\"thickbox\" href=\"https:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2023\/10\/PXL_20230926_152518680_s-scaled.jpg\" title=\"View on Lake District. Taken during a hike with my colleague.\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-1860\" class=\"wp-image-1860 size-large\" src=\"https:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2023\/10\/PXL_20230926_152518680_s-1024x768.jpg\" alt=\"\" width=\"580\" height=\"435\" srcset=\"https:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2023\/10\/PXL_20230926_152518680_s-1024x768.jpg 1024w, https:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2023\/10\/PXL_20230926_152518680_s-300x225.jpg 300w, https:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2023\/10\/PXL_20230926_152518680_s-768x576.jpg 768w, https:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2023\/10\/PXL_20230926_152518680_s-1536x1152.jpg 1536w, https:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2023\/10\/PXL_20230926_152518680_s-2048x1536.jpg 2048w\" sizes=\"auto, (max-width: 580px) 100vw, 580px\" \/><\/a><p id=\"caption-attachment\">View on Lake District. Taken during a hike with my colleague.<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Our participation in this year's edition of the LOD conference, as previously announced in one of our blog post, proved to be an exceptionally enjoyable experience. The systematic evaluation of auxiliary tasks in reinforcement learning published in \u201cImproving Reinforcement Learning Efficiency with Auxiliary Tasks in Non-Visual Environments: A Comparison\u201d by first author Moritz Lange (Dataninja-colleague...  <a href=\"https:\/\/blogs.gm.fh-koeln.de\/ciop\/2023\/10\/16\/dataninja-tandem-wins-best-paper-award-at-lod-2023-conference\/\" class=\"more-link\" title=\"Read Dataninja-Tandem wins Best Paper Award at LOD 2023 conference\"><?php _e(\"Read more &raquo;\",\"wpbootstrap\"); ?><\/a><\/p>\n","protected":false},"author":99,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[55639,10141,55637,233,10130],"tags":[55640,27030,55622,55638,10131,10150],"class_list":["post-1858","post","type-post","status-publish","format-standard","hentry","category-rl3","category-conferencejournal-paper","category-dataninja-nrw","category-publications","category-reinforcement-learning","tag-rl3","tag-artificial-intelligence","tag-conference","tag-dataninja-nrw","tag-machine-learning","tag-publications"],"acf":[],"_links":{"self":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/posts\/1858","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/users\/99"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/comments?post=1858"}],"version-history":[{"count":11,"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/posts\/1858\/revisions"}],"predecessor-version":[{"id":1957,"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/posts\/1858\/revisions\/1957"}],"wp:attachment":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/media?parent=1858"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/categories?post=1858"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/tags?post=1858"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}