RLlib: Abstractions for Distributed Reinforcement Learning

• 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
• Safe Reinforcement Learning for Real-World Engine Control

  2025 SSRN Electronic Journal preprint Computer Science Reinforcement Learning in Robotics Open access

  2

  citations
• LExCI: A Framework for Reinforcement Learning with Embedded Systems

  2023 RWTH Publications (RWTH Aachen) preprint Computer Science Reinforcement Learning in Robotics Open access

  2

  citations
• Turbocharger Control for Emission Reduction Based on Deep Reinforcement Learning

  2023 IFAC-PapersOnLine article Computer Science Reinforcement Learning in Robotics Open access

  6

  citations
• Heuristic Guided Hierarchical Reinforcement Learning Approach For The Economic Improvement Of Production Lines

  2023 Procedia CIRP article Engineering Scheduling and Optimization Algorithms Open access

  0

  citations
• Automated function development for emission control with deep reinforcement learning

  2022 Engineering Applications of Artificial Intelligence article Engineering Vehicle emissions and performance

  19

  citations
• Deep Reinforcement Learning for Robotic Control in High-Dexterity Assembly Tasks - A Reward Curriculum Approach

  2021 IEEE International Conference on Robotic Computing (IRC) conference-paper Computer Science Reinforcement Learning in Robotics

  9

  citations

7 results