Publications

2024

  1. Efficient Model-Based Concave Utility Reinforcement Learning through Greedy Mirror Descent
    Bianca Marin Moreno ,  Margaux Brégère ,  Pierre Gaillard ,  and  Nadia Oudjane
    In 27th International Conference on Artificial Intelligence and Statistics (AISTATS) , 2024
  2. An Incentive Algorithm for a Closed Stochastic Network: Data and Mean-Field Analysis
    Bianca Marin Moreno ,  Christine Fricker ,  Hanene Mohamed ,  Amaury Philippe ,  and  Martin Trépanier
    La Matematica, Apr 2024

2023

  1. (Online) Convex Optimization for Demand-Side Management: Application to Thermostatically Controlled Loads
    Bianca Marin Moreno ,  Margaux Brégère ,  Pierre Gaillard ,  and  Nadia Oudjane
    Apr 2023

2022

  1. Mean Field Analysis of an Incentive Algorithm for a Closed Stochastic Network
    Bianca Marin Moreno ,  Christine Fricker ,  Hanene Mohamed ,  Amaury Philippe ,  and  Martin Trépanier
    In 33rd International Conference on Probabilistic, Combinatorial and Asymptotic Methods for the Analysis of Algorithms (AofA 2022) , Apr 2022