Generating Optimal Thresholds in a Hysteresis Queue: Application to a Cloud Model. - Thomas Tournaire; Hind Castel-Taleb; Emmanuel Hyon; Toussaint Hoché (MASCOTS, 2019)

Reinforcement Learning with Model-Based Approaches for Dynamic Resource Allocation in a Tandem Queue. - Thomas Tournaire; Jeanne Barthélemy; Hind Castel-Taleb; Emmanuel Hyon (EPEW, 2021)

Optimal control policies for resource allocation in the Cloud: comparison between Markov decision process and heuristic approaches. - Thomas Tournaire; Hind Castel-Taleb; Emmanuel Hyon (CoRR, 2021)

Factored Reinforcement Learning for Auto-scaling in Tandem Queues. - Thomas Tournaire; Yue Jin; Armen Aghasaryan; Hind Castel-Taleb; Emmanuel Hyon (NOMS, 2022)

Efficient Computation of Optimal Thresholds in Cloud Auto-scaling Systems. - Thomas Tournaire; Hind Castel-Taleb; Emmanuel Hyon (ACM Trans. Model. Perform. Evaluation Comput. Syst., 2023)

V-Max: Making RL practical for Autonomous Driving. - Valentin Charraut; Thomas Tournaire; Waël Doulazmi; Thibault Buhet (CoRR, 2025)