[PhD] On the scability of reinforcement learning approaches for QoS enhancement in long range networks  

Laboratoire : IRISA, équipe Granit (https://www-granit.irisa.fr/) Encadrements et contacts : Lieu : Lannion Context More than two decades after the first appearances of the concept of an Internet-of-Things (IoT) [1] we have reached a point where wireless connected sensors and actors are omnipresent in our lives and are key building blocks for our…

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[PhD] on super-resolution in La Rochelle

Title : Optimized super-resolution adapted to shooting conditions Duration: 3 years (fixed-term contract) Contract start date: October 1, 2025 Salary: ~ 2200 € / month (gross) Workplace: L3i Laboratory, La Rochelle University Supervisors: Petra Gomez-Krämer (L3i) and Chaker Larabi (XLIM, Université de Poitiers) Key words: Video processing, image quality enhancement,…

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[PhD] Video Analysis and Artificial Intelligence for Early Detection of Writing Disorders

French & English versions on https://adum.fr/as/ed/voirproposition.pl?matricule_prop=64126 Keywords Neural network, Image processing, Computer vision, Edge AI, Federated AI, Dysgraphia Project description The AVIAREPTE project (Video Analysis and Artificial Intelligence for Early Detection of Handwriting Disorders), led by IMT Mines Alès and the University of Montpellier, aims to develop an innovative, affordable,…

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[PhD] Thèse CIFRE en Communication Optique (Orange)

Optimisation du design d’amplificateurs Raman discrets et distribués via des modèles d’IA Votre rôleVotre rôle est de réaliser un travail de thèse sur l’optimisation du design (via des modèles d’IA) d’amplificateurs Raman discrets et distribués, et des systèmes de transmission optique multi-bandes associés. Pour accroître la bande passante des fibres…

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[PhD] Innovative techniques for DSSS-FTN signal detection in secure communication networks

Research Unit : SIGNAL teams IETR UMR CNRS 6164 Type of contract and duration: CDD – 36 months Workplace: CentraleSupélec, Campus de Rennes Thesis topic description: Modern communication systems face increasing challenges in signal detection within complexand dynamic environments. DSSS and FTN technologies offer significant advantages, particularlyin terms of security,…

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[PhD] Policy-Gradient Reinforcement Learning based on Stationary Distributions

Location : LAAS-CNRS,Toulouse, France Application deadline : April 18 2025 Keywords : Reinforcement learning, stochastic gradient descent, policy gradient, convergence analysis, gradient estimator, exponential families, product-form stochastic systems. Context: In Reinforcement learning (RL), an agent improves its behavior in a trial-and-error fashion, byinteracting with an environment. The environment is typically…

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[PhD] Détection non supervisée d’images anormales : vers une compréhension améliorée de l’espace latent pour améliorer les performances

Directeur de thèse : Etienne Decencière, directeur de recherche à Mines Paris – PSLEncadrante industrielle : Vaïa Machairas, Capgemini Invent Contexte Dans de nombreuses applications on dispose d’un nombre important d’images considérées commenormales, mais d’un nombre très réduit d’images anormales. On retrouve cette situation dans le milieumédical, avec les maladies…

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[PhD] Distributed Passive Radar

Offer descriptionOur objective is to detect and locate drones entering an urban area to be protected by observing the signals emitted by cellular stations. Studies have shown that it is possible to locate a drone if it is close to the listening system and the cellular station (i.e. the base…

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