2 papers
cs.LG2025
V-Max: A Reinforcement Learning Framework for Autonomous Driving
Valentin Charraut, Waël Doulazmi, Thomas Tournaire +1
Learning-based decision-making has the potential to enable generalizable Autonomous Driving (AD) policies, reducing the engineering overhead of rule-based approaches. Imitation Lea…
math.OC2021
Optimal control policies for resource allocation in the Cloud: comparison between Markov decision process and heuristic approaches
Thomas Tournaire, Hind Castel-Taleb, Emmanuel Hyon
We consider an auto-scaling technique in a cloud system where virtual machines hosted on a physical node are turned on and off depending on the queue's occupation (or thresholds),…