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Neural network based approaches for fault diagnosis of photovoltaic systems
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Frequency containment reserve and imbalance participation : a battery-integrated reinforcement learning strategy
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Sample efficient reinforcement learning for building control : leveraging physics-informed latent representations
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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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HomeLabGym : a real-world testbed for home energy management systems
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- PhD Thesis
- open access
Resource-efficient data annotation and augmentation methods for conversational agents
(2024) -
- Journal Article
- A1
- open access
Few-shot out-of-scope intent classification : analyzing the robustness of prompt-based learning
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- Conference Paper
- C1
- open access
Distill2Explain : differentiable decision trees for explainable reinforcement learning in energy application controllers
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Personality style recognition via machine learning : identifying anaclitic and introjective personality styles from patients’ speech