[{"type":"journal_article","oa":"1","user_id":"220548","main_file_link":[{"url":"https://arxiv.org/abs/2408.09841","open_access":"1"}],"publication":"arXiv","publication_status":"published","title":"Demystifying Reinforcement Learning in Production Scheduling via Explainable AI","date_created":"2025-01-30T13:40:38Z","year":"2024","_id":"5470","language":[{"iso":"eng"}],"author":[{"first_name":"Daniel","full_name":"Fischer, Daniel","last_name":"Fischer"},{"first_name":"Hannah M.","last_name":"Hüsener","full_name":"Hüsener, Hannah M."},{"last_name":"Grumbach","full_name":"Grumbach, Felix","orcid":"0000-0001-6348-7897","id":"243801","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-6348-7897/work/177055139","first_name":"Felix"},{"id":"245570","first_name":"Lukas","full_name":"Vollenkemper, Lukas","last_name":"Vollenkemper"},{"last_name":"Müller","full_name":"Müller, Arthur","first_name":"Arthur"},{"id":"223271","first_name":"Pascal","full_name":"Reusch, Pascal","last_name":"Reusch"}],"citation":{"ama":"Fischer D, Hüsener HM, Grumbach F, Vollenkemper L, Müller A, Reusch P. Demystifying Reinforcement Learning in Production Scheduling via Explainable AI. <i>arXiv</i>. 2024. doi:<a href=\"https://doi.org/10.48550/ARXIV.2408.09841\">10.48550/ARXIV.2408.09841</a>","mla":"Fischer, Daniel, et al. “Demystifying Reinforcement Learning in Production Scheduling via Explainable AI.” <i>ArXiv</i>, Cornell University, 2024, doi:<a href=\"https://doi.org/10.48550/ARXIV.2408.09841\">10.48550/ARXIV.2408.09841</a>.","short":"D. Fischer, H.M. Hüsener, F. Grumbach, L. Vollenkemper, A. Müller, P. Reusch, ArXiv (2024).","chicago":"Fischer, Daniel, Hannah M. Hüsener, Felix Grumbach, Lukas Vollenkemper, Arthur Müller, and Pascal Reusch. “Demystifying Reinforcement Learning in Production Scheduling via Explainable AI.” <i>ArXiv</i>, 2024. <a href=\"https://doi.org/10.48550/ARXIV.2408.09841\">https://doi.org/10.48550/ARXIV.2408.09841</a>.","bibtex":"@article{Fischer_Hüsener_Grumbach_Vollenkemper_Müller_Reusch_2024, title={Demystifying Reinforcement Learning in Production Scheduling via Explainable AI}, DOI={<a href=\"https://doi.org/10.48550/ARXIV.2408.09841\">10.48550/ARXIV.2408.09841</a>}, journal={arXiv}, publisher={Cornell University}, author={Fischer, Daniel and Hüsener, Hannah M. and Grumbach, Felix and Vollenkemper, Lukas and Müller, Arthur and Reusch, Pascal}, year={2024} }","apa":"Fischer, D., Hüsener, H. M., Grumbach, F., Vollenkemper, L., Müller, A., &#38; Reusch, P. (2024). Demystifying Reinforcement Learning in Production Scheduling via Explainable AI. <i>ArXiv</i>. <a href=\"https://doi.org/10.48550/ARXIV.2408.09841\">https://doi.org/10.48550/ARXIV.2408.09841</a>","alphadin":"<span style=\"font-variant:small-caps;\">Fischer, Daniel</span> ; <span style=\"font-variant:small-caps;\">Hüsener, Hannah M.</span> ; <span style=\"font-variant:small-caps;\">Grumbach, Felix</span> ; <span style=\"font-variant:small-caps;\">Vollenkemper, Lukas</span> ; <span style=\"font-variant:small-caps;\">Müller, Arthur</span> ; <span style=\"font-variant:small-caps;\">Reusch, Pascal</span>: Demystifying Reinforcement Learning in Production Scheduling via Explainable AI. In: <i>arXiv</i>, Cornell University (2024)","ieee":"D. Fischer, H. M. Hüsener, F. Grumbach, L. Vollenkemper, A. Müller, and P. Reusch, “Demystifying Reinforcement Learning in Production Scheduling via Explainable AI,” <i>arXiv</i>, 2024."},"status":"public","doi":"10.48550/ARXIV.2408.09841","publisher":"Cornell University","date_updated":"2026-03-17T15:29:18Z"},{"page":"223-234","publisher":"Springer Nature Switzerland","date_updated":"2026-03-17T15:29:02Z","doi":"10.1007/978-3-031-56826-8_17","conference":{"end_date":"2024-02-16","start_date":"2024-02-14","location":"Bremen ","name":"9th International Conference LDIC"},"status":"public","place":"Cham","author":[{"last_name":"Grumbach","full_name":"Grumbach, Felix","orcid":"0000-0001-6348-7897","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-6348-7897/work/159114335","id":"243801","first_name":"Felix"},{"full_name":"Müller, Arthur","last_name":"Müller","first_name":"Arthur"},{"full_name":"Vollenkemper, Lukas","last_name":"Vollenkemper","first_name":"Lukas","id":"245570"}],"citation":{"ieee":"F. Grumbach, A. Müller, and L. Vollenkemper, “Robust Human-Centered Assembly Line Scheduling with Reinforcement Learning,” in <i>Dynamics in Logistics. Proceedings of the 9th International Conference LDIC 2024, Bremen, Germany</i>, Bremen , 2024, pp. 223–234.","bibtex":"@inproceedings{Grumbach_Müller_Vollenkemper_2024, place={Cham}, series={Lecture Notes in Logistics}, title={Robust Human-Centered Assembly Line Scheduling with Reinforcement Learning}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-56826-8_17\">10.1007/978-3-031-56826-8_17</a>}, booktitle={Dynamics in Logistics. Proceedings of the 9th International Conference LDIC 2024, Bremen, Germany}, publisher={Springer Nature Switzerland}, author={Grumbach, Felix and Müller, Arthur and Vollenkemper, Lukas}, editor={Freitag, Michael and Kinra, Aseem and Kotzab, Herbert and Megow, NicoleEditors}, year={2024}, pages={223–234}, collection={Lecture Notes in Logistics} }","apa":"Grumbach, F., Müller, A., &#38; Vollenkemper, L. (2024). Robust Human-Centered Assembly Line Scheduling with Reinforcement Learning. In M. Freitag, A. Kinra, H. Kotzab, &#38; N. Megow (Eds.), <i>Dynamics in Logistics. Proceedings of the 9th International Conference LDIC 2024, Bremen, Germany</i> (pp. 223–234). Cham: Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-56826-8_17\">https://doi.org/10.1007/978-3-031-56826-8_17</a>","alphadin":"<span style=\"font-variant:small-caps;\">Grumbach, Felix</span> ; <span style=\"font-variant:small-caps;\">Müller, Arthur</span> ; <span style=\"font-variant:small-caps;\">Vollenkemper, Lukas</span>: Robust Human-Centered Assembly Line Scheduling with Reinforcement Learning. In: <span style=\"font-variant:small-caps;\">Freitag, M.</span> ; <span style=\"font-variant:small-caps;\">Kinra, A.</span> ; <span style=\"font-variant:small-caps;\">Kotzab, H.</span> ; <span style=\"font-variant:small-caps;\">Megow, N.</span> (Hrsg.): <i>Dynamics in Logistics. Proceedings of the 9th International Conference LDIC 2024, Bremen, Germany</i>, <i>Lecture Notes in Logistics</i>. Cham : Springer Nature Switzerland, 2024, S. 223–234","chicago":"Grumbach, Felix, Arthur Müller, and Lukas Vollenkemper. “Robust Human-Centered Assembly Line Scheduling with Reinforcement Learning.” In <i>Dynamics in Logistics. Proceedings of the 9th International Conference LDIC 2024, Bremen, Germany</i>, edited by Michael Freitag, Aseem Kinra, Herbert Kotzab, and Nicole Megow, 223–34. Lecture Notes in Logistics. Cham: Springer Nature Switzerland, 2024. <a href=\"https://doi.org/10.1007/978-3-031-56826-8_17\">https://doi.org/10.1007/978-3-031-56826-8_17</a>.","short":"F. Grumbach, A. Müller, L. Vollenkemper, in: M. Freitag, A. Kinra, H. Kotzab, N. Megow (Eds.), Dynamics in Logistics. Proceedings of the 9th International Conference LDIC 2024, Bremen, Germany, Springer Nature Switzerland, Cham, 2024, pp. 223–234.","ama":"Grumbach F, Müller A, Vollenkemper L. Robust Human-Centered Assembly Line Scheduling with Reinforcement Learning. In: Freitag M, Kinra A, Kotzab H, Megow N, eds. <i>Dynamics in Logistics. Proceedings of the 9th International Conference LDIC 2024, Bremen, Germany</i>. Lecture Notes in Logistics. Cham: Springer Nature Switzerland; 2024:223-234. doi:<a href=\"https://doi.org/10.1007/978-3-031-56826-8_17\">10.1007/978-3-031-56826-8_17</a>","mla":"Grumbach, Felix, et al. “Robust Human-Centered Assembly Line Scheduling with Reinforcement Learning.” <i>Dynamics in Logistics. Proceedings of the 9th International Conference LDIC 2024, Bremen, Germany</i>, edited by Michael Freitag et al., Springer Nature Switzerland, 2024, pp. 223–34, doi:<a href=\"https://doi.org/10.1007/978-3-031-56826-8_17\">10.1007/978-3-031-56826-8_17</a>."},"language":[{"iso":"eng"}],"year":"2024","editor":[{"last_name":"Freitag","full_name":"Freitag, Michael","first_name":"Michael"},{"last_name":"Kinra","full_name":"Kinra, Aseem","first_name":"Aseem"},{"last_name":"Kotzab","full_name":"Kotzab, Herbert","first_name":"Herbert"},{"full_name":"Megow, Nicole","last_name":"Megow","first_name":"Nicole"}],"_id":"4567","title":"Robust Human-Centered Assembly Line Scheduling with Reinforcement Learning","date_created":"2024-05-07T07:29:58Z","department":[{"_id":"103"}],"publication_status":"published","publication":"Dynamics in Logistics. Proceedings of the 9th International Conference LDIC 2024, Bremen, Germany","series_title":"Lecture Notes in Logistics","user_id":"245570","type":"conference","publication_identifier":{"issn":["2194-8917"],"eisbn":["978-3-031-56826-8"],"eissn":["2194-8925"],"isbn":["978-3-031-56825-1"]}},{"publication_identifier":{"issn":["1436-4980"]},"type":"journal_article","tmp":{"short":"CC BY (4.0)","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","image":"/images/cc_by.png"},"oa":"1","user_id":"249224","main_file_link":[{"open_access":"1","url":"dx.doi.org/10.37544/1436-4980-2023-04-58"}],"alternative_id":["2853"],"publication_status":"published","issue":"04","publication":"wt Werkstattstechnik online","quality_controlled":"1","article_type":"original","title":"Humanzentrierte Ablaufplanung von Montagelinien/Human-centered scheduling in assembly lines - Plug and play: Efficient algorithms minimize stress in flow shops","date_created":"2023-05-08T12:13:39Z","volume":113,"year":"2023","_id":"2849","language":[{"iso":"eng"}],"citation":{"ieee":"L. Vollenkemper, F. Grumbach, M. Kohlhase, and P. Reusch, “Humanzentrierte Ablaufplanung von Montagelinien/Human-centered scheduling in assembly lines - Plug and play: Efficient algorithms minimize stress in flow shops,” <i>wt Werkstattstechnik online</i>, vol. 113, no. 04, pp. 158–163, 2023.","alphadin":"<span style=\"font-variant:small-caps;\">Vollenkemper, Lukas</span> ; <span style=\"font-variant:small-caps;\">Grumbach, Felix</span> ; <span style=\"font-variant:small-caps;\">Kohlhase, Martin</span> ; <span style=\"font-variant:small-caps;\">Reusch, Pascal</span>: Humanzentrierte Ablaufplanung von Montagelinien/Human-centered scheduling in assembly lines - Plug and play: Efficient algorithms minimize stress in flow shops. In: <i>wt Werkstattstechnik online</i> Bd. 113, VDI Fachmedien GmbH and Co. KG (2023), Nr. 04, S. 158–163","apa":"Vollenkemper, L., Grumbach, F., Kohlhase, M., &#38; Reusch, P. (2023). Humanzentrierte Ablaufplanung von Montagelinien/Human-centered scheduling in assembly lines - Plug and play: Efficient algorithms minimize stress in flow shops. <i>Wt Werkstattstechnik Online</i>, <i>113</i>(04), 158–163. <a href=\"https://doi.org/10.37544/1436-4980-2023-04-58\">https://doi.org/10.37544/1436-4980-2023-04-58</a>","bibtex":"@article{Vollenkemper_Grumbach_Kohlhase_Reusch_2023, title={Humanzentrierte Ablaufplanung von Montagelinien/Human-centered scheduling in assembly lines - Plug and play: Efficient algorithms minimize stress in flow shops}, volume={113}, DOI={<a href=\"https://doi.org/10.37544/1436-4980-2023-04-58\">10.37544/1436-4980-2023-04-58</a>}, number={04}, journal={wt Werkstattstechnik online}, publisher={VDI Fachmedien GmbH and Co. KG}, author={Vollenkemper, Lukas and Grumbach, Felix and Kohlhase, Martin and Reusch, Pascal}, year={2023}, pages={158–163} }","chicago":"Vollenkemper, Lukas, Felix Grumbach, Martin Kohlhase, and Pascal Reusch. “Humanzentrierte Ablaufplanung von Montagelinien/Human-Centered Scheduling in Assembly Lines - Plug and Play: Efficient Algorithms Minimize Stress in Flow Shops.” <i>Wt Werkstattstechnik Online</i> 113, no. 04 (2023): 158–63. <a href=\"https://doi.org/10.37544/1436-4980-2023-04-58\">https://doi.org/10.37544/1436-4980-2023-04-58</a>.","short":"L. Vollenkemper, F. Grumbach, M. Kohlhase, P. Reusch, Wt Werkstattstechnik Online 113 (2023) 158–163.","mla":"Vollenkemper, Lukas, et al. “Humanzentrierte Ablaufplanung von Montagelinien/Human-Centered Scheduling in Assembly Lines - Plug and Play: Efficient Algorithms Minimize Stress in Flow Shops.” <i>Wt Werkstattstechnik Online</i>, vol. 113, no. 04, VDI Fachmedien GmbH and Co. KG, 2023, pp. 158–63, doi:<a href=\"https://doi.org/10.37544/1436-4980-2023-04-58\">10.37544/1436-4980-2023-04-58</a>.","ama":"Vollenkemper L, Grumbach F, Kohlhase M, Reusch P. Humanzentrierte Ablaufplanung von Montagelinien/Human-centered scheduling in assembly lines - Plug and play: Efficient algorithms minimize stress in flow shops. <i>wt Werkstattstechnik online</i>. 2023;113(04):158-163. doi:<a href=\"https://doi.org/10.37544/1436-4980-2023-04-58\">10.37544/1436-4980-2023-04-58</a>"},"author":[{"last_name":"Vollenkemper","full_name":"Vollenkemper, Lukas","id":"245570","first_name":"Lukas"},{"first_name":"Felix","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-6348-7897/work/181329772","id":"243801","last_name":"Grumbach","orcid":"0000-0001-6348-7897","full_name":"Grumbach, Felix"},{"orcid":"0009-0002-9374-0720","full_name":"Kohlhase, Martin","last_name":"Kohlhase","first_name":"Martin","id":"226669"},{"last_name":"Reusch","full_name":"Reusch, Pascal","first_name":"Pascal"}],"status":"public","intvolume":"       113","doi":"10.37544/1436-4980-2023-04-58","page":"158-163","publisher":"VDI Fachmedien GmbH and Co. KG","date_updated":"2026-03-17T15:28:38Z"},{"doi":"10.55594/UXIT4205","date_updated":"2026-03-17T15:28:38Z","publisher":"it's OWL Clustermanagement GmbH","citation":{"alphadin":"<span style=\"font-variant:small-caps;\">Vollenkemper, Lukas</span> ; <span style=\"font-variant:small-caps;\">Mönikes, Marvin</span> ; <span style=\"font-variant:small-caps;\">Wortmann, Florian</span> ; <span style=\"font-variant:small-caps;\">Rudolph-Puls, Melanie</span> ; <span style=\"font-variant:small-caps;\">Kohlhase, Martin</span> ; <span style=\"font-variant:small-caps;\">Röchter, Angelika</span> ; <span style=\"font-variant:small-caps;\">Ewering, Christian</span>: HUMANZENTRIERTE PRODUKTIONSPLANUNG MIT KI - Entwicklung eines Assistenzsystems. In: <i>Arbeitswelt.Plus Working Paper</i>, it’s OWL Clustermanagement GmbH (2023)","apa":"Vollenkemper, L., Mönikes, M., Wortmann, F., Rudolph-Puls, M., Kohlhase, M., Röchter, A., &#38; Ewering, C. (2023). HUMANZENTRIERTE PRODUKTIONSPLANUNG MIT KI - Entwicklung eines Assistenzsystems. <i>Arbeitswelt.Plus Working Paper</i>. <a href=\"https://doi.org/10.55594/UXIT4205\">https://doi.org/10.55594/UXIT4205</a>","bibtex":"@article{Vollenkemper_Mönikes_Wortmann_Rudolph-Puls_Kohlhase_Röchter_Ewering_2023, title={HUMANZENTRIERTE PRODUKTIONSPLANUNG MIT KI - Entwicklung eines Assistenzsystems}, DOI={<a href=\"https://doi.org/10.55594/UXIT4205\">10.55594/UXIT4205</a>}, journal={Arbeitswelt.Plus Working Paper}, publisher={it’s OWL Clustermanagement GmbH}, author={Vollenkemper, Lukas and Mönikes, Marvin and Wortmann, Florian and Rudolph-Puls, Melanie and Kohlhase, Martin and Röchter, Angelika and Ewering, Christian}, year={2023} }","ieee":"L. Vollenkemper <i>et al.</i>, “HUMANZENTRIERTE PRODUKTIONSPLANUNG MIT KI - Entwicklung eines Assistenzsystems,” <i>Arbeitswelt.Plus Working Paper</i>, 2023.","mla":"Vollenkemper, Lukas, et al. “HUMANZENTRIERTE PRODUKTIONSPLANUNG MIT KI - Entwicklung Eines Assistenzsystems.” <i>Arbeitswelt.Plus Working Paper</i>, it’s OWL Clustermanagement GmbH, 2023, doi:<a href=\"https://doi.org/10.55594/UXIT4205\">10.55594/UXIT4205</a>.","ama":"Vollenkemper L, Mönikes M, Wortmann F, et al. HUMANZENTRIERTE PRODUKTIONSPLANUNG MIT KI - Entwicklung eines Assistenzsystems. <i>ArbeitsweltPlus Working Paper</i>. 2023. doi:<a href=\"https://doi.org/10.55594/UXIT4205\">10.55594/UXIT4205</a>","chicago":"Vollenkemper, Lukas, Marvin Mönikes, Florian Wortmann, Melanie Rudolph-Puls, Martin Kohlhase, Angelika Röchter, and Christian Ewering. “HUMANZENTRIERTE PRODUKTIONSPLANUNG MIT KI - Entwicklung Eines Assistenzsystems.” <i>Arbeitswelt.Plus Working Paper</i>, 2023. <a href=\"https://doi.org/10.55594/UXIT4205\">https://doi.org/10.55594/UXIT4205</a>.","short":"L. Vollenkemper, M. Mönikes, F. Wortmann, M. Rudolph-Puls, M. Kohlhase, A. Röchter, C. Ewering, Arbeitswelt.Plus Working Paper (2023)."},"author":[{"id":"245570","first_name":"Lukas","full_name":"Vollenkemper, Lukas","last_name":"Vollenkemper"},{"first_name":"Marvin","last_name":"Mönikes","full_name":"Mönikes, Marvin"},{"first_name":"Florian","last_name":"Wortmann","full_name":"Wortmann, Florian"},{"first_name":"Melanie","last_name":"Rudolph-Puls","full_name":"Rudolph-Puls, Melanie"},{"last_name":"Kohlhase","full_name":"Kohlhase, Martin","orcid":"0009-0002-9374-0720","id":"226669","first_name":"Martin"},{"first_name":"Angelika","full_name":"Röchter, Angelika","last_name":"Röchter"},{"first_name":"Christian","full_name":"Ewering, Christian","last_name":"Ewering"}],"status":"public","_id":"2855","year":"2023","language":[{"iso":"eng"}],"date_created":"2023-05-08T16:27:31Z","title":"HUMANZENTRIERTE PRODUKTIONSPLANUNG MIT KI - Entwicklung eines Assistenzsystems","article_type":"original","keyword":["Produktionsplanung Assistenzsysteme Simulation"],"publication":"Arbeitswelt.Plus Working Paper","publication_status":"published","oa":"1","type":"journal_article","main_file_link":[{"url":"https://arbeitswelt.plus/wp-content/uploads/2023/03/Working_Paper_ImpliKIt_FINAL.pdf","open_access":"1"}],"user_id":"249199"},{"date_updated":"2026-03-17T15:28:31Z","publisher":"KIT Scientific Publishing","doi":"10.5445/KSP/1000151141","intvolume":"        32","status":"public","conference":{"end_date":"02.12.22","start_date":"30.11.22","location":"Berlin"},"author":[{"id":"245570","first_name":"Lukas","full_name":"Vollenkemper, Lukas","last_name":"Vollenkemper"},{"last_name":"Kohlhase","orcid":"0009-0002-9374-0720","full_name":"Kohlhase, Martin","first_name":"Martin","id":"226669"}],"citation":{"apa":"Vollenkemper, L., &#38; Kohlhase, M. (2022). Spatial Temporal Transformer Networks for Sparse Motion Capture Applications. In H. Schulte, F. Hoffman, R. Mikut, &#38; Karlsruhier Institut für Technologie (KIT) (Eds.), <i>PROCEEDINGS 32. WORKSHOP COMPUTATIONAL INTELLIGENCE</i> (Vol. 32). Karlsruhe: KIT Scientific Publishing. <a href=\"https://doi.org/10.5445/KSP/1000151141\">https://doi.org/10.5445/KSP/1000151141</a>","bibtex":"@inproceedings{Vollenkemper_Kohlhase_2022, place={Karlsruhe}, series={WORKSHOP COMPUTATIONAL INTELLIGENCE}, title={Spatial Temporal Transformer Networks for Sparse Motion Capture Applications}, volume={32}, DOI={<a href=\"https://doi.org/10.5445/KSP/1000151141\">10.5445/KSP/1000151141</a>}, booktitle={PROCEEDINGS 32. WORKSHOP COMPUTATIONAL INTELLIGENCE}, publisher={KIT Scientific Publishing}, author={Vollenkemper, Lukas and Kohlhase, Martin}, editor={Schulte, Horst and Hoffman, Frank and Mikut, Ralf and Karlsruhier Institut für Technologie (KIT)Editors}, year={2022}, collection={WORKSHOP COMPUTATIONAL INTELLIGENCE} }","alphadin":"<span style=\"font-variant:small-caps;\">Vollenkemper, Lukas</span> ; <span style=\"font-variant:small-caps;\">Kohlhase, Martin</span>: Spatial Temporal Transformer Networks for Sparse Motion Capture Applications. In: <span style=\"font-variant:small-caps;\">Schulte, H.</span> ; <span style=\"font-variant:small-caps;\">Hoffman, F.</span> ; <span style=\"font-variant:small-caps;\">Mikut, R.</span> ; <span style=\"font-variant:small-caps;\">Karlsruhier Institut für Technologie (KIT)</span> (Hrsg.): <i>PROCEEDINGS 32. WORKSHOP COMPUTATIONAL INTELLIGENCE</i>, <i>WORKSHOP COMPUTATIONAL INTELLIGENCE</i>. Bd. 32. Karlsruhe : KIT Scientific Publishing, 2022","ieee":"L. Vollenkemper and M. Kohlhase, “Spatial Temporal Transformer Networks for Sparse Motion Capture Applications,” in <i>PROCEEDINGS 32. WORKSHOP COMPUTATIONAL INTELLIGENCE</i>, Berlin, 2022, vol. 32.","ama":"Vollenkemper L, Kohlhase M. Spatial Temporal Transformer Networks for Sparse Motion Capture Applications. In: Schulte H, Hoffman F, Mikut R, Karlsruhier Institut für Technologie (KIT), eds. <i>PROCEEDINGS 32. WORKSHOP COMPUTATIONAL INTELLIGENCE</i>. Vol 32. WORKSHOP COMPUTATIONAL INTELLIGENCE. Karlsruhe: KIT Scientific Publishing; 2022. doi:<a href=\"https://doi.org/10.5445/KSP/1000151141\">10.5445/KSP/1000151141</a>","mla":"Vollenkemper, Lukas, and Martin Kohlhase. “Spatial Temporal Transformer Networks for Sparse Motion Capture Applications.” <i>PROCEEDINGS 32. WORKSHOP COMPUTATIONAL INTELLIGENCE</i>, edited by Horst Schulte et al., vol. 32, KIT Scientific Publishing, 2022, doi:<a href=\"https://doi.org/10.5445/KSP/1000151141\">10.5445/KSP/1000151141</a>.","short":"L. Vollenkemper, M. Kohlhase, in: H. Schulte, F. Hoffman, R. Mikut, Karlsruhier Institut für Technologie (KIT) (Eds.), PROCEEDINGS 32. WORKSHOP COMPUTATIONAL INTELLIGENCE, KIT Scientific Publishing, Karlsruhe, 2022.","chicago":"Vollenkemper, Lukas, and Martin Kohlhase. “Spatial Temporal Transformer Networks for Sparse Motion Capture Applications.” In <i>PROCEEDINGS 32. WORKSHOP COMPUTATIONAL INTELLIGENCE</i>, edited by Horst Schulte, Frank Hoffman, Ralf Mikut, and Karlsruhier Institut für Technologie (KIT), Vol. 32. WORKSHOP COMPUTATIONAL INTELLIGENCE. Karlsruhe: KIT Scientific Publishing, 2022. <a href=\"https://doi.org/10.5445/KSP/1000151141\">https://doi.org/10.5445/KSP/1000151141</a>."},"place":"Karlsruhe","language":[{"iso":"eng"}],"_id":"2277","editor":[{"last_name":"Schulte","full_name":"Schulte, Horst","first_name":"Horst"},{"first_name":"Frank","last_name":"Hoffman","full_name":"Hoffman, Frank"},{"last_name":"Mikut","full_name":"Mikut, Ralf","first_name":"Ralf"}],"year":"2022","volume":32,"date_created":"2022-12-23T07:24:25Z","title":"Spatial Temporal Transformer Networks for Sparse Motion Capture Applications","series_title":"WORKSHOP COMPUTATIONAL INTELLIGENCE","publication_status":"published","publication":"PROCEEDINGS 32. WORKSHOP COMPUTATIONAL INTELLIGENCE","corporate_editor":["Karlsruhier Institut für Technologie (KIT)"],"main_file_link":[{"open_access":"1","url":"https://publikationen.bibliothek.kit.edu/1000151141"}],"user_id":"216459","oa":"1","type":"conference","publication_identifier":{"isbn":["978-3-7315-1239-4"]}},{"quality_controlled":"1","date_created":"2022-04-04T10:08:43Z","title":"Using Artificial Intelligence for Assistance Systems to Bring Motor Learning Principles into Real World Motor Tasks","file_date_updated":"2022-04-04T10:07:48Z","volume":22,"oa":"1","tmp":{"short":"CC BY (4.0)","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","image":"/images/cc_by.png"},"has_accepted_license":"1","file":[{"file_id":"1800","relation":"main_file","access_level":"open_access","success":1,"date_updated":"2022-04-04T10:07:48Z","creator":"kvandevoorde","date_created":"2022-04-04T10:07:48Z","file_name":"sensors-22-02481-v3.pdf","file_size":2869767,"content_type":"application/pdf"}],"type":"journal_article","publication_identifier":{"eissn":["1424-8220"]},"main_file_link":[{"url":"https://www.mdpi.com/1424-8220/22/7/2481","open_access":"1"}],"user_id":"245590","urn":"urn:nbn:de:hbz:bi10-17992","keyword":["motor learning","motor skill learning","assistance system","artificial intelligence","machine learning","pose estimation","action recognition","human motion analysis"],"publication":"Sensors","issue":"7","publication_status":"published","citation":{"ama":"Vandevoorde K, Vollenkemper L, Schwan C, Kohlhase M, Schenck W. Using Artificial Intelligence for Assistance Systems to Bring Motor Learning Principles into Real World Motor Tasks. <i>Sensors</i>. 2022;22(7). doi:<a href=\"https://doi.org/10.3390/s22072481\">10.3390/s22072481</a>","mla":"Vandevoorde, Koenraad, et al. “Using Artificial Intelligence for Assistance Systems to Bring Motor Learning Principles into Real World Motor Tasks.” <i>Sensors</i>, vol. 22, no. 7, 2481, MDPI AG, 2022, doi:<a href=\"https://doi.org/10.3390/s22072481\">10.3390/s22072481</a>.","chicago":"Vandevoorde, Koenraad, Lukas Vollenkemper, Constanze Schwan, Martin Kohlhase, and Wolfram Schenck. “Using Artificial Intelligence for Assistance Systems to Bring Motor Learning Principles into Real World Motor Tasks.” <i>Sensors</i> 22, no. 7 (2022). <a href=\"https://doi.org/10.3390/s22072481\">https://doi.org/10.3390/s22072481</a>.","short":"K. Vandevoorde, L. Vollenkemper, C. Schwan, M. Kohlhase, W. Schenck, Sensors 22 (2022).","bibtex":"@article{Vandevoorde_Vollenkemper_Schwan_Kohlhase_Schenck_2022, title={Using Artificial Intelligence for Assistance Systems to Bring Motor Learning Principles into Real World Motor Tasks}, volume={22}, DOI={<a href=\"https://doi.org/10.3390/s22072481\">10.3390/s22072481</a>}, number={72481}, journal={Sensors}, publisher={MDPI AG}, author={Vandevoorde, Koenraad and Vollenkemper, Lukas and Schwan, Constanze and Kohlhase, Martin and Schenck, Wolfram}, year={2022} }","apa":"Vandevoorde, K., Vollenkemper, L., Schwan, C., Kohlhase, M., &#38; Schenck, W. (2022). Using Artificial Intelligence for Assistance Systems to Bring Motor Learning Principles into Real World Motor Tasks. <i>Sensors</i>, <i>22</i>(7). <a href=\"https://doi.org/10.3390/s22072481\">https://doi.org/10.3390/s22072481</a>","alphadin":"<span style=\"font-variant:small-caps;\">Vandevoorde, Koenraad</span> ; <span style=\"font-variant:small-caps;\">Vollenkemper, Lukas</span> ; <span style=\"font-variant:small-caps;\">Schwan, Constanze</span> ; <span style=\"font-variant:small-caps;\">Kohlhase, Martin</span> ; <span style=\"font-variant:small-caps;\">Schenck, Wolfram</span>: Using Artificial Intelligence for Assistance Systems to Bring Motor Learning Principles into Real World Motor Tasks. In: <i>Sensors</i> Bd. 22, MDPI AG (2022), Nr. 7","ieee":"K. Vandevoorde, L. Vollenkemper, C. Schwan, M. Kohlhase, and W. Schenck, “Using Artificial Intelligence for Assistance Systems to Bring Motor Learning Principles into Real World Motor Tasks,” <i>Sensors</i>, vol. 22, no. 7, 2022."},"author":[{"id":"242844","first_name":"Koenraad","full_name":"Vandevoorde, Koenraad","last_name":"Vandevoorde"},{"first_name":"Lukas","id":"245570","full_name":"Vollenkemper, Lukas","last_name":"Vollenkemper"},{"full_name":"Schwan, Constanze","last_name":"Schwan","first_name":"Constanze"},{"first_name":"Martin","id":"226669","last_name":"Kohlhase","orcid":"0009-0002-9374-0720","full_name":"Kohlhase, Martin"},{"orcid":"0000-0003-3300-2048","full_name":"Schenck, Wolfram","last_name":"Schenck","first_name":"Wolfram","id":"224375"}],"status":"public","doi":"10.3390/s22072481","intvolume":"        22","date_updated":"2026-03-17T15:28:25Z","publisher":"MDPI AG","_id":"1799","year":"2022","language":[{"iso":"eng"}],"article_number":"2481"}]