W6684921986

• 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

  18

  citations
• End-to-End Reinforcement Learning of Curative Curtailment with Partial Measurement Availability

  2024 IEEE PES Innovative Smart Grid Technologies Europe conference-paper Engineering Optimal Power Flow Distribution

  0

  citations
• Methods and Instruments | Machine Learning

  2024 Elsevier eBooks reference-entry Engineering Advanced Battery Technologies Research

  0

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

  2023 conference-paper Engineering Vehicle Dynamics and Control Systems

  3

  citations
• MontiSim: Agent-Based Simulation for Reinforcement Learning of Autonomous Driving

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

  0

  citations
• Communication-Efficient Orchestrations for URLLC Service via Hierarchical Reinforcement Learning

  2023 IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) conference-paper Engineering Advanced Wireless Network Optimization

  2

  citations
• On Reward Shaping Methods in Deep Reinforcement Learning for Radio Resource Management in Wireless Networks

  2023 conference-paper Engineering Energy Harvesting in Wireless Networks

  3

  citations
• On Effectiveness of Exploration Strategies in Deep Reinforcement Learning for Power Allocation in Multi-Carrier Wireless Systems

  2023 conference-paper Engineering Advanced MIMO Systems Optimization

  3

  citations
• Multi-Agent Reinforcement Learning Resources Allocation Method Using Dueling Double Deep Q-Network in Vehicular Networks

  2023 IEEE Transactions on Vehicular Technology article Engineering Vehicular Ad Hoc Networks (VANETs)

  87

  citations
• Delayed Deep Deterministic Policy Gradient-Based Energy Management Strategy for Overall Energy Consumption Optimization of Dual Motor Electrified Powertrain

  2023 IEEE Transactions on Vehicular Technology article Engineering Electric and Hybrid Vehicle Technologies

  46

  citations
• Saving Energy and Spectrum in Enabling URLLC Services: A Scalable RL Solution

  2023 IEEE Transactions on Industrial Informatics article Engineering Smart Grid Security and Resilience Open access

  12

  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
• Machine learning-based fast charging of lithium-ion battery by perceiving and regulating internal microscopic states

  2023 Energy storage materials article Engineering Advanced Battery Technologies Research cited by 1 patent

  117

  citations
• Reliability-Optimal Offloading in Low-Latency Edge Computing Networks: Analytical and Reinforcement Learning Based Designs

  2021 IEEE Transactions on Vehicular Technology article Computer Science Age of Information Optimization

  31

  citations
• A Study on Deep Learning for Latency Constraint Applications in Beyond 5G Wireless Systems

  2020 IEEE Access article Engineering Advanced MIMO Systems Optimization Open access

  22

  citations

15 results