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Chris Develder

Control Policy Correction Framework for Reinforcement Learning-based Energy Arbitrage Strategies

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Apr 30, 2024
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Probabilistic forecasting of power system imbalance using neural network-based ensembles

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Apr 24, 2024
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Distill2Explain: Differentiable decision trees for explainable reinforcement learning in energy application controllers

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Mar 18, 2024
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Explainable Reinforcement Learning-based Home Energy Management Systems using Differentiable Decision Trees

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Mar 18, 2024
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In-Context Learning for Extreme Multi-Label Classification

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Jan 22, 2024
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Distributional Reinforcement Learning-based Energy Arbitrage Strategies in Imbalance Settlement Mechanism

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Dec 23, 2023
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Demand response for residential building heating: Effective Monte Carlo Tree Search control based on physics-informed neural networks

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Dec 06, 2023
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Flexible Model Interpretability through Natural Language Model Editing

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Nov 17, 2023
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Zero-Shot Cross-Lingual Sentiment Classification under Distribution Shift: an Exploratory Study

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Nov 11, 2023
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Personality Style Recognition via Machine Learning: Identifying Anaclitic and Introjective Personality Styles from Patients' Speech

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Nov 07, 2023
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