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Papers matching “learned heuristics” 18

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Heuristic Guided Hierarchical Reinforcement Learning Approach For The Economic Improvement Of Production Lines
2023 Procedia CIRP article Engineering Scheduling and Optimization Algorithms Open access

Günther Schuh, Seth Schmitz, Jan Maetschke, Benedict Janssen, Hanna Offermanns

0

citations
Deep representation learning and reinforcement learning for workpiece setup optimization in CNC milling
2023 Production Engineering article Engineering Manufacturing Process and Optimization Open access

Владимир Самсонов, Enslin Chrismarie, Hans-Georg Köpken, Schirin Bär, Daniel Lütticke, Tobias Meisen

14

citations
Multimodal Multi-User Surface Recognition With the Kernel Two-Sample Test
2023 IEEE Transactions on Automation Science and Engineering article Engineering Robot Manipulation and Learning Open access

Behnam Khojasteh, Friedrich Solowjow, Sebastian Trimpe, Katherine J. Kuchenbecker

6

citations
Automatisierte Entscheidungsfindung zur Auftragsfreigabe komplexer Materialflüsse; 1. Auflage
2026 RWTH Publications (RWTH Aachen) book Engineering Scheduling and Optimization Algorithms Open access

Tim Konstantin Janke

0

citations
Deep reinforcement learning for the optimized operation of large amounts of distributed renewable energy assets
2022 Energy and AI article Engineering Smart Grid Energy Management Open access

Jan Martin Specht, Reinhard Madlener

18

citations
Boosting autonomous process design and intensification with formalized domain knowledge
2022 Computers & Chemical Engineering article Engineering Process Optimization and Integration Open access

J. Raphael Seidenberg, Ahmad A. Khan, Alexei A. Lapkin

8

citations
A New Deep Reinforcement Learning Algorithm for the Online Stochastic Profitable Tour Problem
2022 conference-paper Engineering Vehicle Routing Optimization Methods

Jonas Prünte

2

citations
Adaptive Route Planning in the Northeast Passage Using Enhannced Double Deep Q-Networks
2025 International Conference on Machine Learning and Computer Application (ICMLCA) conference-paper Engineering Maritime Navigation and Safety

Kailin Hu, Shuaiyu Yao, Xiaohao Wen, Qinhao Wu

0

citations
Decision‐Support Modeling for Building Retrofit Planning Across Individual Buildings and Building Stocks
2026 International Journal of Energy Research article Engineering Building Energy and Comfort Optimization Open access

Nico Fuchs, Jan Richarz, Dirk Müller

0

citations
Enhancing D-Band FMCW Radar Tracking for In-Air Writing Through Weakly Supervised Deep Association
2026 IEEE Transactions on Radar Systems article Engineering Radar Systems and Signal Processing Open access

Salah Abouzaid, Leander Nothelle, Nils Pohl

0

citations
Modelling Machine Learning Components for Mapping and Scheduling of AUTOSAR Runnables
2020 IEEE International Symposium on Software Reliability Engineering (ISSRE) conference-paper Engineering Safety Systems Engineering in Autonomy

Milan Copic, Rainer Leupers, Gerd Ascheid

0

citations
UNSUPERVISED SEGMENTATION OF INDOOR 3D POINT CLOUD: APPLICATION TO OBJECT-BASED CLASSIFICATION
2020 The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences article Engineering 3D Shape Modeling and Analysis Open access

Florent Poux, Christian Mattes, Leif P. Kobbelt

42

citations
Ecological validity of a deep learning algorithm to detect gait events from real-life walking bouts in mobility-limiting diseases
2023 Frontiers in Neurology article Engineering Gait Recognition and Analysis Open access

Robbin Romijnders, Francesca Salis, Clint Hansen, Arne Küderle, Anisoara Paraschiv-Ionescu, Andrea Cereatti, +43 more

22

citations
Control of personalized thermal conditioning systems
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Building Energy and Comfort Optimization Open access

Henning Metzmacher

1

citations
Advanced automatic pass schedule design for hot rolling by coupling reinforcement learning with a fast rolling model
2023 Materials research proceedings conference-paper Engineering Metallurgy and Material Forming Open access

Christian Idzik

1

citations
Computing High-Degree Polynomial Gradients in Memory
2024 arXiv (Cornell University) preprint Engineering Advanced Memory and Neural Computing Open access

George Hutchinson, Giacomo Pedretti, Xia Sheng, Jim Ignowski, Thomas Van Vaerenbergh, Raymond G. Beausoleil, +2 more

1

citations
Modelle zur Simulation magnetischen Drug Targetings in Tumoren
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Characterization and Applications of Magnetic Nanoparticles Open access

Max C. Lindemann

0

citations
District-scale energy and carbon footprint assessments of buildings
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Building Energy and Comfort Optimization Open access

Maximilian Schildt

0

citations

18 results