W6747473740

• Sample-efficient reinforcement learning of Koopman eNMPC

  2025 Computers & Chemical Engineering article Engineering Advanced Control Systems Optimization Open access

  1

  citations
• P2P-DML: Peer-to-Peer Distributed Machine Learning for Medical Deep Reinforcement Learning

  2025 IEEE International Conference on Healthcare Informatics (ICHI) conference-paper Computer Science Reinforcement Learning in Robotics

  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
• HypoTreat: Reducing Hypoglycemia in Artificial Pancreas Simulation

  2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS) conference-paper Medicine Diabetes Management and Research

  2

  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
• 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
• Continuous Episodic Control

  2023 IEEE Conference on Games (CoG) conference-paper Computer Science Reinforcement Learning in Robotics

  3

  citations
• Reinforcement Learning Based Pushing and Grasping Objects from Ungraspable Poses

  2023 Proceedings - IEEE International Conference on Robotics and Automation/Proceedings conference-paper Computer Science Reinforcement Learning in Robotics

  25

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

  2023 IEEE Transactions on Industrial Informatics article Engineering Advanced Wireless Network Optimization Open access

  12

  citations
• Sim2Real Deep Reinforcement Learning of Compliance-based Robotic Assembly Operations

  2022 International Conference on Methods and Models in Automation and Robotics conference-paper Computer Science Reinforcement Learning in Robotics

  10

  citations
• Battery Thermal- and Health-Constrained Energy Management for Hybrid Electric Bus Based on Soft Actor-Critic DRL Algorithm

  2020 IEEE Transactions on Industrial Informatics article Engineering Electric and Hybrid Vehicle Technologies cited by 1 patent

  336

  citations

11 results