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Papers matching “deep deterministic policy gradient” 12

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The application of machine learning-based energy management strategy in a multi-mode plug-in hybrid electric vehicle, part II: Deep deterministic policy gradient algorithm design for electric mode
2023 Energy article Engineering Electric and Hybrid Vehicle Technologies Open access

Jiageng Ruan, Changcheng Wu, Zhaowen Liang, Kai Liu, Bin Li, Weihan Li, +1 more

56

citations
Maximum power point tracking of solar - pv under partial shading and variable load resistance using deep reinforcement learning algorithm
2026 Discover Electronics article Energy Photovoltaic System Optimization Techniques Open access

Ameze Big-Alabo

0

citations
Cloud-based health-conscious energy management of hybrid battery systems in electric vehicles with deep reinforcement learning
2021 Applied Energy article Engineering Advanced Battery Technologies Research Open access

Weihan Li, Han Cui, Thomas Nemeth, Jonathan Jansen, Cem Ünlübayir, Zhongbao Wei, +6 more

108

citations
Coupling of an analytical rolling model and reinforcement learning to design pass schedules: towards properties controlled hot rolling
2023 Journal of Intelligent Manufacturing article Engineering Metallurgy and Material Forming Open access cited by 1 patent

Christian Idzik, Achim Kramer, G. Hirt, Johannes Lohmar

22

citations
A novel energy management framework for retired battery-integrated microgrid with peak shaving and frequency regulation
2024 Energy article Engineering Microgrid Control and Optimization Open access

Yuyang Wan, Hancheng Zhang, Yuanyuan Hu, Yanbo Wang, Xueshan Liu, Zhe Chen

18

citations
Safe Reinforcement Learning for Real-World Engine Control
2025 SSRN Electronic Journal preprint Engineering Advanced Control Systems Optimization Open access

Julian Bedei, Lucas Koch, Kevin Badalian, Alexander Winkler, Patrick Schaber, Jakob Andert

2

citations
Two-Stage Coarse-to-Fine AutoRL for DDPG Hyperparameter Optimization
2026 RWTH Publications (RWTH Aachen) article Computer Science Machine Learning and Data Classification Open access

Alexander Winkler

0

citations
Two-Stage Coarse-to-Fine AutoRL for DDPG Hyperparameter Optimization
2026 Zenodo (CERN European Organization for Nuclear Research) software Open access

Alexander Winkler

0

citations
Comparative Analysis and Validation of Energy Management Methods for a Hybrid Marine Propulsion System on a Hardware-in-The-Loop Test Bench Setup
2024 SSRN Electronic Journal preprint Environmental Science Maritime Transport Emissions and Efficiency Open access

Cem Ünlübayir, Hiba Youssfi, Santiago Salas Ventura, Daniele Fortunati, Jonas Rinner, Katharina Lillith Quade, +2 more

0

citations
Comparative analysis and test bench validation of energy management methods for a hybrid marine propulsion system powered by batteries and solid oxide fuel cells
2024 Applied Energy article Environmental Science Maritime Transport Emissions and Efficiency Open access

Cem Ünlübayir, Hiba Youssfi, Santiago Salas Ventura, Daniele Fortunati, Jonas Rinner, Martin Börner, +3 more

30

citations
Joint Link Adaptation and Device Scheduling Approach for URLLC Industrial IoT Network: A DRL-based Method with Bayesian Optimization
2025 arXiv (Cornell University) preprint Engineering Wireless Communication Security Techniques Open access

Wei Gao, Paul Zheng, Peng Wu, Yulin Hu, Anke Schmeink

0

citations
Joint Link Adaptation and Device Scheduling Approach for URLLC Industrial IoT Network: A DRL-based Method with Bayesian Optimization
2025 RWTH Publications (RWTH Aachen) article Engineering Wireless Communication Security Techniques Open access

Wei Gao, Paul Zheng, Peng Wu, Yulin Hu, Anke Schmeink

0

citations

12 results