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• Safe reinforcement learning for multi-energy management systems with known constraint functions
  2022 · 25 citations
• Real-world validation of safe reinforcement learning, model predictive control and decision tree-based home energy management systems
  2024 · 19 citations
• An adaptive safety layer with hard constraints for safe reinforcement learning in multi-energy management systems
  2023 · 7 citations
• Model-predictive control and reinforcement learning in multi-energy system case studies
  2021
• TreeC: a method to generate interpretable energy management systems using a metaheuristic algorithm
  2023