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Papers matching “learning strategies” 198

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Performance evaluation of cross-environment learning strategies for beam prediction in millimeter-wave networks
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Millimeter-Wave Propagation and Modeling Open access

Jan Bjarne Schaper

0

citations
Monitoring data-driven Reinforcement Learning controller training: A comparative study of different training strategies for a real-world energy system
2021 Energy and Buildings article Engineering Building Energy and Comfort Optimization

Thomas Schreiber, Christoph Netsch, Marc Baranski, Dirk Müller

22

citations
On Effectiveness of Exploration Strategies in Deep Reinforcement Learning for Power Allocation in Multi-Carrier Wireless Systems
2023 IEEE International Conference on Communications workshops conference-paper Engineering Advanced Wireless Network Optimization

Amna Kopic, Kenan Turbić, Haris Gacanin

3

citations
Environment Classification Using Machine Learning Methods for Eco-Driving Strategies in Intelligent Vehicles
2022 Applied Sciences article Engineering Autonomous Vehicle Technology and Safety Open access

Jose del C. Julio-Rodríguez, Carlos A. Rojas-Ruiz, Alfredo Santana-Díaz, Rogelio Bustamante-Bello, Ricardo A. Ramírez-Mendoza

19

citations
Evaluating activation strategies and their stability on PEM water electrolyzers using machine learning
2025 Energy and AI article Engineering Fuel Cells and Related Materials Open access

K. Ashoke Raman, Niklas L. Wolf, Ali Javed, Violeta Karyofylli, Hans Kungl, André Karl, +2 more

8

citations
Evaluating activation strategies and their stability on PEM water electrolyzers using machine learning
2025 JuSER Publikationsportal article Engineering Fuel Cells and Related Materials Open access

K. Ashoke Raman, Niklas L. Wolf, Ali Javed, Violeta Karyofylli, Hans Kungl, André Karl, +1 more

0

citations
Advancing urban electric vehicle charging stations: AI-driven day-ahead optimization of pricing and Nudge strategies utilizing multi-agent deep reinforcement learning
2024 eTransportation article Engineering Electric Vehicles and Infrastructure

Ziqi Zhang, Zhong Chen, Erdem Gümrükcü, Zhenya Ji, Ferdinanda Ponci, Antonello Monti

35

citations
Day-Ahead Optimization of Pricing and Nudge Strategies for Urban Public Charging Stations Based on Multi-Agent Deep Reinforcement Learning
2023 SSRN Electronic Journal preprint Engineering Electric Vehicles and Infrastructure Open access

Ziqi Zhang, Zhong Chen, Erdem Gümrükcü, Zhenya Ji, Ferdinanda Ponci, Antonello Monti

0

citations
Lens Bending with Reinforcement Learning for Reduced Optical Aberrations
2021 Frontiers in Optics + Laser Science (FiO, LS) conference-paper Engineering Advanced optical system design

Cailing Fu, Jochen Stollenwerk, Carlo Holly

4

citations
Evaluation of advanced control strategies for building energy systems
2022 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

Phillip Stoffel, Laura Maier, Alexander Kümpel, Dirk Müller

127

citations
Enhancing BEV Energy Management: Neural Network-Based System Identification for Thermal Control Strategies
2024 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Advanced Battery Technologies Research

Kai Franke, David Hemkemeyer, Patrick Schutzeich, Lukas Schäfers, Stefan Pischinger

0

citations
Clustering of Milling Strategies Using Machine Internal Data
2023 IEEE International Conference on Intelligent Engineering Systems (INES) conference-paper Engineering Advanced machining processes and optimization

Christian Brecher, Janis Ochel, Muhammad Mehmood Ahmed, Marcel Fey

2

citations
Skill Learning by Autonomous Robotic Playing Using Active Learning and Exploratory Behavior Composition
2020 Frontiers in Robotics and AI article Engineering Robot Manipulation and Learning Open access

Simon Hangl, Vedran Dunjko, Hans J. Briegel, Justus Piater

21

citations
Intelligent control strategies as an enabler for self-optimizing manufacturing systems
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Control Systems Optimization Open access

Sebastian Stemmler

3

citations
LiDAR-based mmwave beam prediction: a hardware-aware trade-off analysis of classical machine learning, deep learning, and hybrid approaches
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Millimeter-Wave Propagation and Modeling Open access

Barış Sayitoğlu

0

citations
Machine-learning integrated multi-domain co-optimization for electrified heavy duty fleets
2026 eTransportation article Engineering Electric Vehicles and Infrastructure Open access

Christoph Wellmann, Pekka Rahkola, Sai Santhosh Tota, Mikko H. Pihlatie, Abdul Rahman Khaleel, Christopher Marx, +3 more

0

citations
Deep Learning and Conventional Machine Learning for Image-Based in-Situ Fault Detection During Laser Welding: A Comparative Study
2021 Preprints.org preprint Engineering Industrial Vision Systems and Defect Detection Open access

Christian Knaak, Moritz Kröger, Frederic Schulze, Arnold Gillner

4

citations
A Unified Approach to Autonomous Driving in a High-Fidelity Simulator Using Vision-Based Reinforcement Learning
2024 IEEE/SICE International Symposium on System Integration (SII) conference-paper Engineering Autonomous Vehicle Technology and Safety

Shawan Taha Mohammed, Alp Argun, Gerd Ascheid

3

citations
Battery aging-aware vehicle-to-grid control in home charging systems via deep reinforcement learning
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Electric Vehicles and Infrastructure Open access

Jingyu Gong

0

citations
A Game-Theoretic Framework for Generic Second-Order Traffic Flow Models Using Mean Field Games and Adversarial Inverse Reinforcement Learning
2024 Transportation Science article Engineering Traffic control and management

Zhaobin Mo, Xu Chen, Xuan Sharon Di, Elisa Iacomini, Chiara Segala, Michaël Herty, +1 more

12

citations
Machine-learning integrated multi-domain co-optimization for electrified heavy duty fleets
2025 eTransportation article Engineering Electric and Hybrid Vehicle Technologies Open access

Christoph Wellmann, Pekka Rahkola, Mikko H. Pihlatie, Abdul Rahman Khaleel, Christopher Marx, Akshay Sharma, +2 more

1

citations
Machine Learning-Based Control for Fuel Cell Hybrid Buses: From Average Load Power Prediction to Energy Management
2022 Vehicles article Engineering Electric and Hybrid Vehicle Technologies Open access

Hujun Peng, Jianxiang Li, Kai Deng, Kay Hameyer

12

citations
Assessing Biomedical Engineering Education in Mexico: Challenges, Industry Integration, and Strategies for Future Advancement
2026 World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany conference-paper Engineering Biomedical and Engineering Education

Alberto Isaac Pérez Sanpablo, Elisa Romero Avila, Maria de Montserrat Godinez-Garcia, Juan Dionisio Merida, Erik Bojorges-Valdez, Andrés Kaleb Salinas-Arellano, +1 more

0

citations
Optimization of Industrial Robot Grasping Processes with Q-Learning
2023 International Conference on Control and Robotics (ICCR) conference-paper Engineering Robot Manipulation and Learning

Manuel Belke, Till Joeressen, Oliver Petrović, Christian Brecher

3

citations
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