Deep Reinforcement Learning with Double Q-Learning

• 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

  0

  citations
• Human-in-the-loop control strategy for IoT-based smart thermostats with Deep Reinforcement Learning

  2025 Energy and AI article Engineering Building Energy and Comfort Optimization Open access

  7

  citations
• Intelligent Backhaul Link Selection for Traffic Offloading in B5G Networks

  2024 IEEE Access article Computer Science Software-Defined Networks and 5G Open access

  2

  citations
• Resource Allocation Policies for Real-World Business Processes Using Deep Reinforcement Learning and Variant-Based Simulation in a Single and Multi-Process Environment

  2024 SSRN Electronic Journal preprint Business, Management and Accounting Business Process Modeling and Analysis Open access

  0

  citations
• Enhancing variational quantum state diagonalization using reinforcement learning techniques

  2024 New Journal of Physics article Computer Science Quantum Computing Algorithms and Architecture Open access

  12

  citations
• Data-efficient Deep Reinforcement Learning for Vehicle Trajectory Control

  2023 IEEE International Conference on Intelligent Transportation Systems (ITSC) conference-paper Computer Science Reinforcement Learning in Robotics

  3

  citations
• Benchmarking Adaptive Quantum Circuit Optimization Algorithms for Quantum Chemistry

  2023 IEEE International Conference on Quantum Computing and Engineering (QCE) conference-paper Computer Science Quantum Computing Algorithms and Architecture

  1

  citations
• Artificial Intelligence/Machine Learning in Energy Management Systems, Control, and Optimization of Hydrogen Fuel Cell Vehicles

  2023 Sustainability article Engineering Electric and Hybrid Vehicle Technologies Open access

  134

  citations
• 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

  56

  citations
• Application of Reinforcement Learning for the Design and Optimization of Pass Schedules in Hot Rolling

  2023 Lecture notes in production engineering conference-paper Engineering Metallurgy and Material Forming

  1

  citations
• Deep multiagent reinforcement learning: challenges and directions

  2022 Artificial Intelligence Review article Computer Science Reinforcement Learning in Robotics Open access cited by 2 patents

  195

  citations
• V2E Association and Resource Allocation via Deep Reinforcement Learning in MEC-based HetVNets

  2022 IEEE Vehicular Technology Conference conference-paper Engineering Vehicular Ad Hoc Networks (VANETs)

  3

  citations
• Deep Value-Based Reinforcement Learning

  2022 Springer eBooks book-chapter Computer Science Reinforcement Learning in Robotics cited by 1 patent

  3

  citations
• Successful Pass Schedule Design in Open-Die Forging Using Double Deep Q-Learning

  2021 Processes article Engineering Metal Forming Simulation Techniques Open access cited by 1 patent

  17

  citations
• Autonomous robotic nanofabrication with reinforcement learning

  2020 Science Advances article Engineering Surface Chemistry and Catalysis Open access

  79

  citations
• Autonomous robotic nanofabrication with reinforcement learning

  2020 RWTH Publications (RWTH Aachen) article Engineering Surface Chemistry and Catalysis Open access

  69

  citations

16 results