6 citations · 6 across the 4 of their papers we have counts for
5 papers
Scheduling jobs with unknown size distribution in a M/G/1 queue: the shifted empirical Gittins
Nicolas Gast, Bruno Gaujal, Adrien Obrecht
In this paper we consider a M/G/1 queue for which we want to minimize the expected response time. We show how to compute indices from samples of the job size distribution such…
Can a Weaker Player Win? Adaptive Play in Repeated Games
Jonatha ANSELMI, Bruno Gaujal
Consider a two-player game repeated N times. Player 1 can choose between two styles (for interpretability, offensive and defensive), whereas Player 2 uses a single fixed style. Let…
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…
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…
Non-Stationary Gradient Descent for Optimal Auto-Scaling in Serverless Platforms
Jonatha Anselmi, Bruno Gaujal, Louis-Sebastien Rebuffi
To efficiently manage serverless computing platforms, a key aspect is the auto-scaling of services, i.e., the set of computational resources allocated to a service adapts over time…