{"id":6488,"date":"2025-08-27T12:55:57","date_gmt":"2025-08-27T10:55:57","guid":{"rendered":"https:\/\/dbis.rwth-aachen.de\/dbis\/?p=6488"},"modified":"2025-10-08T14:13:35","modified_gmt":"2025-10-08T12:13:35","slug":"challenge-collaborative-human-agent-learning-for-leveraging-engagement-in-negotiated-governance-of-mlops","status":"publish","type":"post","link":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/2025\/challenge-collaborative-human-agent-learning-for-leveraging-engagement-in-negotiated-governance-of-mlops\/","title":{"rendered":"CHALLENGE: Collaborative Human-Agent Learning for Leveraging Engagement in Negotiated Governance of MLOps"},"content":{"rendered":"\n<p>The goal of this thesis is to design and prototype a <strong>serious game<\/strong> that simulates stakeholder engagement challenges in <strong>MLOps lifecycles<\/strong>. The game will make use of <strong>LLM-based agents<\/strong> to represent typical stakeholder roles (e.g., data scientists, ML engineers, domain experts, operations managers) and allow players to interact with them in different lifecycle stages.<\/p>\n\n\n\n<p>The aim is to both explore the <strong>dynamics of stakeholder collaboration in MLOps<\/strong> and provide an <strong>educational tool<\/strong> for students, practitioners, and researchers to better understand the complexities of human and organizational factors in MLOps.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The goal of this thesis is to design and prototype a serious game that simulates stakeholder engagement challenges in MLOps lifecycles. The game will make use of LLM-based agents to represent typical stakeholder roles (e.g., data scientists, ML engineers, domain experts, operations managers) and allow players to interact with them in different lifecycle stages. The [&hellip;]<\/p>\n","protected":false},"author":16,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[21],"tags":[],"class_list":["post-6488","post","type-post","status-publish","format-standard","hentry","category-thesis"],"acf":[],"_links":{"self":[{"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/posts\/6488","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/users\/16"}],"replies":[{"embeddable":true,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/comments?post=6488"}],"version-history":[{"count":2,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/posts\/6488\/revisions"}],"predecessor-version":[{"id":6595,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/posts\/6488\/revisions\/6595"}],"wp:attachment":[{"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/media?parent=6488"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/categories?post=6488"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/tags?post=6488"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}