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Multi agent reinforcement learning for online layout planning and scheduling in flexible assembly systems2024 Journal of Intelligent Manufacturing article Engineering Scheduling and Optimization Algorithms Open access cited by 2 patents
Lea Kaven, Philipp Huke, Amon Göppert, Robert Heinrich Schmitt
43citations -
Federated deep reinforcement learning based trajectory design for UAV-assisted networks with mobile ground devices2024 Scientific Reports article Engineering UAV Applications and Optimization Open access cited by 1 patent
Yunfei Gao, Mingliu Liu, Xiaopeng Yuan, Yulin Hu, Peng Sun, Anke Schmeink
23citations -
Communication-Efficient Orchestrations for URLLC Service via Hierarchical Reinforcement Learning2023 RWTH Publications (RWTH Aachen) conference-paper Engineering Advanced Wireless Network Optimization Open access
Wei Zhong Shi, Milad Ganjalizadeh, Hossein Shokri‐Ghadikolaei, Marina Petrova
0citations -
A Benchmark Study of Deep Reinforcement Learning Algorithms for the Container Stowage Planning Problem2026 Lecture notes in logistics conference-paper Engineering Maritime Ports and Logistics Open access
Yunqi Huang, Nishith Chennakeshava, Alexis Carras, Wei Liu, Aske Plaat, Yingjie Fan
1citations -
LLM-driven design of physics-constrained constitutive models: Two agents are better than one2026 Machine learning for computational science and engineering article Engineering Elasticity and Material Modeling Open access
M. Tacke, M. Busch, Kian Abdolazizi, Jonas Eichinger, Kevin Linka, Roland Can Aydin, +1 more
0citations -
Global Reward Design for Cooperative Agents to Achieve Flexible Production Control under Real-time Constraints2021 International Conference on Enterprise Information Systems conference-paper Engineering Scheduling and Optimization Algorithms Open access cited by 1 patent
Sebastian Pol, Schirin Baer, Danielle Turner, Владимир Самсонов, Tobias Meisen
7citations -
Ein reaktiver Modellierungsansatz für Mensch-Roboter-Kollaboration in Rettungs- und Brandszenarien der Feuerwehr2021 RWTH Publications (RWTH Aachen) article Engineering Robot Manipulation and Learning Open access
Marius Gürtler, Nils Mandischer, Mathias Hüsing, Burkhard J. Corves, Jens Pottebaum, Daniel Roesmann, +1 more
0citations
17 results