Mean Field Analysis of an Incentive Algorithm for a Closed Stochastic Network. - Bianca Marin Moreno; Christine Fricker; Hanene Mohamed; Amaury Philippe; Martin Trépanier (AofA, 2022)

Reimagining Demand-Side Management with Mean Field Learning. - Bianca Marin Moreno; Margaux Brégère; Pierre Gaillard; Nadia Oudjane (CoRR, 2023)

Efficient Model-Based Concave Utility Reinforcement Learning through Greedy Mirror Descent. - Bianca Marin Moreno; Margaux Brégère; Pierre Gaillard; Nadia Oudjane (AISTATS, 2024)

MetaCURL: Non-stationary Concave Utility Reinforcement Learning. - Bianca Marin Moreno; Margaux Brégère; Pierre Gaillard; Nadia Oudjane (NeurIPS, 2024)

Online Episodic Convex Reinforcement Learning. - Bianca Marin Moreno; Khaled Eldowa; Pierre Gaillard; Margaux Brégère; Nadia Oudjane (CoRR, 2025)

(Online) Convex Optimization for Demand-Side Management: Application to Thermostatically Controlled Loads. - Bianca Marin Moreno; Margaux Brégère; Pierre Gaillard; Nadia Oudjane (J. Optim. Theory Appl., 2025)