{"id":6487,"date":"2024-02-06T11:53:18","date_gmt":"2024-02-06T11:53:18","guid":{"rendered":"https:\/\/caimed.de\/?page_id=6487"},"modified":"2026-09-30T09:55:57","modified_gmt":"2026-09-30T07:55:57","slug":"daniel-kudenko","status":"publish","type":"page","link":"https:\/\/caimed.de\/en\/das-zentrum\/personen\/daniel-kudenko\/","title":{"rendered":"Daniel Kudenko"},"content":{"rendered":"
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Dr. Daniel Kudenko<\/h1>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n
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Forschungsgruppenleiter, Forschungszentrum L3S<\/p>\n <\/div>\n <\/div>\n

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Email<\/h6>\n <\/div>\n <\/div>\n
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<\/path><\/svg><\/span> daniel.kudenko@caimed.de<\/span><\/a>\n <\/span>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n
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ORCID<\/h6>\n <\/div>\n <\/div>\n
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0000-0003-3359-3255<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Semantic Models Group<\/span><\/a>\n <\/span> L3S Research Center<\/span><\/a>\n <\/span>\n <\/div>\n <\/div>\n
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Dr. Daniel Kudenko ist Forschungsgruppenleiter am Forschungszentrum L3S und konzentriert sich in seiner Forschung auf maschinelles Lernen, insbesondere auf Reinforcement Learning. Dabei untersucht er vor allem, wie man Expertenwissen\n in maschinelles Lernen integrieren kann und wie man neues Wissens aus den Erfahrungen von KI Agenten generiert. Diese Ans\u00e4tze sind besonders n\u00fctzlich im medizinischen Bereich, da sie die Steuerbarkeit und Sicherheit von KI Agenten\n verbessern und zur Erkl\u00e4rbarkeit von KI Entscheidungen beitragen.<\/p>\n <\/div>\n <\/div>\n

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Bei medizinischen KI-Anwendungen ist es besonders wichtig, die Interaktion zwischen Mensch und Maschine vertrauensw\u00fcrdig und leicht verst\u00e4ndlich zu gestalten. Daf\u00fcr sollten Mensch und KI auf einer gemeinsamen Sprache kommunizieren\n k\u00f6nnen, die auf allgemein verst\u00e4ndlichen Konzepten und Symbolen basiert. <\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"

Dr. Daniel Kudenko Forschungsgruppenleiter, Forschungszentrum L3S E-Mail daniel.kudenko@caimed.de ORCID 0000-0003-3359-3255 Gruppe Semantische Modelle Forschungszentrum L3S Dr. Daniel Kudenko ist Forschungsgruppenleiter am Forschungszentrum L3S und konzentriert sich in seiner Forschung auf maschinelles Lernen, insbesondere auf Reinforcement Learning. Dabei untersucht er vor allem, wie man Expertenwissen in maschinelles Lernen integrieren kann und wie man neues Wissens aus […]<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":1915,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width-page.php","meta":{"footnotes":""},"class_list":["post-6487","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/caimed.de\/en\/wp-json\/wp\/v2\/pages\/6487","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/caimed.de\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/caimed.de\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/caimed.de\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/caimed.de\/en\/wp-json\/wp\/v2\/comments?post=6487"}],"version-history":[{"count":6,"href":"https:\/\/caimed.de\/en\/wp-json\/wp\/v2\/pages\/6487\/revisions"}],"predecessor-version":[{"id":17715,"href":"https:\/\/caimed.de\/en\/wp-json\/wp\/v2\/pages\/6487\/revisions\/17715"}],"up":[{"embeddable":true,"href":"https:\/\/caimed.de\/en\/wp-json\/wp\/v2\/pages\/1915"}],"wp:attachment":[{"href":"https:\/\/caimed.de\/en\/wp-json\/wp\/v2\/media?parent=6487"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}