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HomeLabGym : a real-world testbed for home energy management systems
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Frequency containment reserve and imbalance participation : a battery-integrated reinforcement learning strategy
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Distill2Explain : differentiable decision trees for explainable reinforcement learning in energy application controllers
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Explainable reinforcement learning-based home energy management systems using differentiable decision trees
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Control policy correction framework for reinforcement learning-based energy arbitrage strategies
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Sample efficient reinforcement learning for building control : leveraging physics-informed latent representations