Toward Causal Representation Learning

• What Remains of XAI in Practice? Comparing Literature-Based Methods and Operational Explainability

  2026 IFIP advances in information and communication technology conference-paper Computer Science Explainable Artificial Intelligence (XAI)

  0

  citations
• Understanding the European energy crisis through structural causal models

  2026 Nature Communications article Energy Global Energy Security and Policy Open access

  0

  citations
• Understanding the European energy crisis through structural causal models

  2026 Nature Communications article Energy Global Energy Security and Policy Open access

  0

  citations
• Explainable neural network for time series-based condition monitoring in sheet metal shearing

  2025 Journal of Intelligent Manufacturing article Engineering Machine Fault Diagnosis Techniques Open access

  2

  citations
• Policy advice and best practices on bias and fairness in AI

  2024 Ethics and Information Technology article Social Sciences Ethics and Social Impacts of AI Open access

  105

  citations
• Learning General Policies with Policy Gradient Methods

  2023 conference-paper Computer Science Reinforcement Learning in Robotics Open access

  10

  citations
• Understanding electricity prices beyond the merit order principle using explainable AI

  2023 Energy and AI article Engineering Energy Load and Power Forecasting Open access

  49

  citations
• High-accuracy model-based reinforcement learning, a survey

  2023 Artificial Intelligence Review article Computer Science Reinforcement Learning in Robotics Open access

  46

  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

9 results