White-box framework for MORL explainability
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Jun 16, 2026 - Python
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multiobjective-reinforcement-learning
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Trabajo de tesis de grado en el cual se diseña y desarrolla un controlador del ángulo de paso para turbinas eólicas. Este modelo consiste en estudiar la interacción entre la predicción del recurso eólico y el control del ángulo de paso con el fin de maximizar la generación de energía sin comprometer la salud del rotor ni la del controlador.
python data-science deep-learning deep-reinforcement-learning prediction lstm wind-turbine multiobjective-optimization wind-energy ddpg-agent pitch-control wind-speed-prediction data-driven-control wind-turbine-blades offline-reinforcement-learning wind-turbine-operational-optimization data-driven-decision-making multiobjective-reinforcement-learning
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Jun 7, 2026 - Jupyter Notebook
Code for the TCML paper "Conciliator steering: Imposing user preference in MORL decision-making problems" (2024).
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Feb 25, 2025 - Python
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