W6804601995

• Optimising entanglement distribution policies under classical communication constraints assisted by reinforcement learning

  2025 Machine Learning Science and Technology article Computer Science Quantum Information and Cryptography Open access

  1

  citations
• Sample-efficient reinforcement learning of Koopman eNMPC

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

  1

  citations
• AMaze: an intuitive benchmark generator for fast prototyping of generalizable agents

  2025 Frontiers in Artificial Intelligence article Computer Science Reinforcement Learning in Robotics Open access

  1

  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
• UR-EARL: A framework for designing underwater robots using evolutionary algorithm-driven reinforcement learning

  2025 Ocean Engineering article Engineering Underwater Vehicles and Communication Systems Open access

  6

  citations
• Task-optimal data-driven surrogate models for eNMPC via differentiable simulation and optimization

  2025 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

  0

  citations
• Scenario-Based Thermal Management Parametrization Through Deep Reinforcement Learning

  2024 IEEE International Conference on Intelligent Transportation Systems (ITSC) conference-paper Engineering Advanced Battery Technologies Research

  6

  citations
• AI-Based Motion Control with System Dynamics Flexibility

  2024 conference-paper Computer Science Reinforcement Learning in Robotics

  1

  citations
• Unwind While Unwinding - Solving Complex Automation Problems with Machine Learning

  2024 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE) conference-paper Computer Science Reinforcement Learning in Robotics

  0

  citations
• A deep reinforcement learning approach to wavefront control for exoplanet imaging

  2024 Space Telescopes and Instrumentation: Optical, Infrared, and Millimeter Wave conference-paper Physics and Astronomy Adaptive optics and wavefront sensing Open access

  1

  citations
• Evaluation of action spaces for reinforcement learning in optical design

  2024 conference-paper Engineering Advanced optical system design

  1

  citations
• A review on machine learning in flexible surgical and interventional robots: Where we are and where we are going

  2024 Biomedical Signal Processing and Control article Engineering Soft Robotics and Applications Open access

  27

  citations
• Digital Twin-Based Transfer Learning for Collaborative Robot Systems: A Proof of Concept

  2024 International Conference on Information Networking conference-paper Engineering Digital Transformation in Industry

  0

  citations
• Experimental Digital Twin of a Tunnel Ring Building Erector

  2023 IEEE EUROCON - International Conference on Smart Technologies (EUROCON) conference-paper Computer Science Reinforcement Learning in Robotics

  0

  citations
• Boosting autonomous process design and intensification with formalized domain knowledge

  2022 Computers & Chemical Engineering article Engineering Process Optimization and Integration Open access

  8

  citations
• Towards verifiable Benchmarks for Reinforcement Learning

  2022 IEEE Conference on Games (CoG) conference-paper Computer Science Reinforcement Learning in Robotics

  3

  citations

16 results