2 papers
cs.LG2026
PAC-Bayesian Reinforcement Learning Trains Generalizable Policies
Abdelkrim Zitouni, Mehdi Hennequin, Juba Agoun +3
We derive a novel PAC-Bayesian generalization bound for reinforcement learning that explicitly accounts for Markov dependencies in the data, through the chain's mixing time. This c…
cs.LG2025
User Profiles of Sleep Disorder Sufferers: Towards Explainable Clustering and Differential Variable Analysis
Sifeddine Sellami, Juba Agoun, Lamia Yessad +1
Sleep disorders have a major impact on patients' health and quality of life, but their diagnosis remains complex due to the diversity of symptoms. Today, technological advances, co…