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cs.LG2025
Model-Based Learning of Whittle indices
Joël Charles-Rebuffé, Nicolas Gast, Bruno Gaujal
We present BLINQ, a new model-based algorithm that learns the Whittle indices of an indexable, communicating and unichain Markov Decision Process (MDP). Our approach relies on buil…
math.OC2025
Integrating Aggregated Electric Vehicle Flexibilities in Unit Commitment Models using Submodular Optimization
Hélène Arvis, Olivier Beaude, Nicolas Gast +2
The Unit Commitment (UC) problem consists in controlling a large fleet of heterogeneous electricity production units in order to minimize the total production cost while satisfying…