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• Distributional Reinforcement Learning-based Energy Arbitrage Strategies in Imbalance Settlement Mechanism
  2024 · 8 citations
• Computationally efficient joint coordination of multiple electric vehicle charging points using reinforcement learning
  2022 · 6 citations
• Control Policy Correction Framework for Reinforcement Learning-based Energy Arbitrage Strategies
  2024 · 4 citations
• Real-World Implementation of Reinforcement Learning Based Energy Coordination for a Cluster of Households
  2023 · 2 citations
• Demand response for residential building heating: Effective Monte Carlo Tree Search control based on physics-informed neural networks
  2023 · 2 citations
• Definition and evaluation of model-free coordination of electrical vehicle charging with reinforcement learning
  2018 · 1 citations
• Forecasting what Matters: Decision-Focused RL for Controlled EV Charging with Unknown Departure Times
  2026
• Model Predictive Control-Guided Reinforcement Learning for Implicit Balancing
  2025
• Interpretable reinforcement learning for heat pump control through asymmetric differentiable decision trees
  2025
• Distill2Explain: Differentiable decision trees for explainable reinforcement learning in energy application controllers
  2024
• Explainable Reinforcement Learning-based Home Energy Management Systems using Differentiable Decision Trees
  2024