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Global Reward Design for Cooperative Agents to Achieve Flexible Production Control under Real-time Constraints2021 conference-paper Engineering Scheduling and Optimization Algorithms Open access cited by 1 patent
Sebastian Pol, Schirin Baer, Danielle Turner, Владимир Самсонов, Tobias Meisen
7citations -
Navigating the Trade-Offs: A Quantitative Analysis of Reinforcement Learning Reward Functions for Autonomous Maritime Collision Avoidance2025 Journal of Marine Science and Engineering article Engineering Maritime Navigation and Safety Open access
Björn Krautwig, Dominik Wans, Li Li, Till Temmen, Lucas Koch, Markus Eisenbarth, +1 more
0citations -
Multi-Agent Reinforcement Learning Aided Resources Allocation Method in Vehicular Networks2022 2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall) conference-paper Engineering Vehicular Ad Hoc Networks (VANETs)
Yuxin Ji, Xixi Zhang, Yu Wang, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi, +1 more
1citations -
AI agents envisioning the future: Forecast-based operation of renewable energy storage systems using hydrogen with Deep Reinforcement Learning2022 Energy Conversion and Management article Engineering Smart Grid Energy Management Open access cited by 1 patent
Alexander Dreher, Thomas Bexten, Tobias Sieker, Malte Lehna, Jonathan Schütt, Christoph Scholz, +1 more
100citations -
Learning-based autonomous navigation, benchmark environments and simulation framework for endovascular interventions2025 Computers in Biology and Medicine article Health Professions Healthcare Operations and Scheduling Optimization Open access
Lennart Karstensen, Johannes Hatzl, Benjamin M. Jackson, Jens Langejürgen, Katharina Breininger, Christian Uhl, +4 more
8citations -
Specializing large language models for process modeling via reinforcement learning with verifiable and universal rewards2025 Process Science article Business, Management and Accounting Business Process Modeling and Analysis Open access
Alessandro Berti, Xiaoting Wang, Humam Kourani, Wil M. P. van der Aalst
0citations -
A Novel Brain–Computer Interface Virtual Environment for Neurofeedback During Functional MRI2021 Frontiers in Neuroscience article Neuroscience Functional Brain Connectivity Studies Open access
Halim Ibrahim Baqapuri, Linda D. Roes, Mikhail Zvyagintsev, Souad Ramadan, Micha Keller, Erik Roecher, +4 more
19citations