Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2021Automated Stem Cell Production by Bio-Inspired Control
Monostori, László; Csáji, Balázs C.; Egri, Péter; Kis, Krisztián B.; Váncza, József; Ochs, Jelena; Jung, Sven; König, Niels; Pieskie, Simon; Wein, Stephan; Schmitt, Robert; Brecher, Christian
Journal Article
2021Domain Shifts in Reinforcement Learning: Identifying Disturbances in Environments
Haider, Tom; Schmoeller Roza, Felippe; Eilers, Dirk; Roscher, Karsten; Günnemann, Stephan
Conference Paper
2021Domain Shifts in Reinforcement Learning: Identifying Disturbances in Environments
Haider, Tom; Schmoeller Roza, Felippe; Eilers, Dirk; Roscher, Karsten; Günnemann, Stephan
Poster
2021Energy Optimal Control of a Multivalent Building Energy System using Machine Learning
Huang, Chenzi; Seidel, Stephan; Jia, Xuehua; Paschke, Fabian; Bräunig, Jan
Conference Paper
2020Adaptive Data Aggregation for Car2X - Communication, Transmission Models and Self Learning Systems
Kirschner, Anja
: Krahmer, Felix (Supervisor); Fuchs, Tim (Advisor); Jiru, Josef (External Advisor)
Master Thesis
2020Einsatz von Reinforcement Learning zur Autonomen Navigation
Hensel, Tina
Presentation
2020Einsatzmöglichkeiten maschineller Lernverfahren in einer dezentral organisierten Lagerverwaltung auf Basis intelligenter Behälter
Krüger, Axel; Feldmann, Felix; Pauly, Markus W.; Ten Hompel, Michael
Conference Paper
2020Guided Reinforcement Learning via Sequence Learning
Ramamurthy, Rajkumar; Sifa, Rafet; Lübbering, Max; Bauckhage, Christian
Conference Paper
2020Prognosebasierte Steuerung stationärer Batteriespeicher mittels Reinforcement Learning
Minh, Tien Huynh
: Rösch, Martin (Betreuer)
Bachelor Thesis
2019Deep Reinforcement Learning for Mobile Robot Navigation
Gromniak, Martin; Stenzel, Jonas
Conference Paper
2019Dynamic scheduling in modern processing systems using expert-guided distributed reinforcement learning
Qu, Shuhui; Wang, Jie; Jasperneite, Jürgen
Conference Paper
2018Design and Evaluation of Hybrid Communication Systems for Cooperative Driving Based on Reinforcement Learning
Mejia Rodriguez, Catalina
Presentation
2002Adaptive state space quantisation for reinforcement learning agents
Breithaupt, R.; Fischer, J.; Bode, M.
Conference Paper
2001Adaptive and economic data representation in control architectures of real world robots
Fischer, J.; Breithaupt, R.; Bode, M.
Conference Paper