Deep Reinforcement Learning: A Brief Survey

• Automated planning instance generation with neuro-symbolic AI

  2025 Artificial Intelligence article Computer Science AI-based Problem Solving and Planning Open access

  0

  citations
• Learning from data to improve asphalt road construction processes

  2024 MATEC Web of Conferences conference-paper Engineering BIM and Construction Integration Open access

  1

  citations
• Towards maximum efficiency in heat pump operation: Self-optimizing defrost initiation control using deep reinforcement learning

  2023 Energy and Buildings article Engineering Refrigeration and Air Conditioning Technologies

  39

  citations
• Investigation of reinforcement learning for shape optimization of 2D profile extrusion die geometries

  2023 Advances in Computational Science and Engineering article Engineering Topology Optimization in Engineering Open access

  7

  citations
• A hybrid skill parameterisation model combining symbolic and subsymbolic elements for introspective robots

  2022 Robotics and Autonomous Systems article Engineering Robot Manipulation and Learning Open access

  6

  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
• 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
• A Unifying Framework for Reinforcement Learning and Planning

  2022 Frontiers in Artificial Intelligence article Computer Science Reinforcement Learning in Robotics Open access cited by 1 patent

  16

  citations
• Deep Value-Based Reinforcement Learning

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

  3

  citations
• Tabular Value-Based Reinforcement Learning

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

  1

  citations
• Self-optimizing adaptive optics control with reinforcement learning for high-contrast imaging

  2021 Journal of Astronomical Telescopes Instruments and Systems article Physics and Astronomy Adaptive optics and wavefront sensing Open access

  27

  citations
• Multiagent Deep Reinforcement Learning: Challenges and Directions Towards Human-Like Approaches.

  2021 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

  12

  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 IoT and Edge/Fog Computing

  31

  citations
• Separating Entangled Workpieces in Random Bin Picking using Deep Reinforcement Learning

  2021 Procedia CIRP article Engineering Robot Manipulation and Learning Open access

  15

  citations
• Representation and Experience-Based Learning of Explainable Models for Robot Action Execution

  2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) conference-paper Engineering Robot Manipulation and Learning cited by 1 patent

  10

  citations
• Consensus Algorithms and Deep Reinforcement Learning in Energy Market: A Review

  2020 IEEE Internet of Things Journal article Computer Science Blockchain Technology Applications and Security Open access cited by 3 patents

  58

  citations
• From Chess and Atari to StarCraft and Beyond: How Game AI is Driving the World of AI

  2020 Künstliche Intell. article Computer Science Artificial Intelligence in Games Open access

  57

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

  2020 IEEE Access article Engineering Advanced Wireless Network Optimization Open access

  22

  citations

18 results