Postdoctoral Researcher on Fleet Guidance by Deep Reinforcement Learning
il y a 2 jours
Postdoctoral Researcher on Fleet Guidance by Deep Reinforcement Learning (FireFlies Project TSIA, ANR) ENAC - Ecole Nationale de l'Aviation Civile is seeking a highly motivated Postdoctoral Researcher to join our UAV research group focused on advancing UAV guidance through deep reinforcement learning in fleet operations. Position Overview As a Postdoctoral Researcher in our university, you will be an essential member of our UAV research group, focusing on the development and implementation of reinforcement learning algorithms for guiding fleets of UAVs in dynamic and challenging environments. Your work will center around exploring dynamic phenomena such as atmospheric phenomena (e.g., clouds) and emergency situations like fire fighting (e.g., wild fires, industrial fires). The ultimate goal is to enhance the efficiency and effectiveness of UAV fleet guidance, particularly in the context of civil security applications, while also exploring potential integration into anti-drone operations. Responsibilities Conduct cutting‑edge research in the field of reinforcement learning applied to the guidance of UAV fleets, with a specific emphasis on dynamic phenomena exploration and civil security applications. Develop and implement novel reinforcement learning algorithms, considering real‑time constraints and the unique challenges of guiding UAV fleets. Design simulation environments and conduct experiments to evaluate the performance of the reinforcement learning algorithms in various scenarios, including atmospheric conditions and emergency situations. Collaborate closely with other researchers and engineers to integrate the developed algorithms into existing UAV platforms. Stay up‑to‑date with the latest advancements in the fields of artificial intelligence, robotics, and UAV technology. Publish research findings in high‑impact journals and present at relevant conferences and workshops. Mentor and collaborate with graduate and undergraduate students in the research group. Take part in project management. Requirements Ph.D. in Computer Science, Electrical Engineering, Robotics, or a related field with a strong focus on UAVs and reinforcement learning. Proven expertise in reinforcement learning algorithms, including practical experience with popular frameworks like PyTorch. Proficiency in programming languages such as Python and C++ for algorithm development and implementation. Familiarity with Robot Operating System (ROS) and simulation platforms such as Omniverse and Isaac Sim will be highly advantageous. A track record of publications in reputable conferences and journals in the field of AI and robotics. Demonstrated ability to work independently as well as collaboratively in a team environment. Strong problem‑solving skills, analytical thinking, and mathematical aptitude. #J-18808-Ljbffr
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Toulouse, Occitanie, France Enac Temps pleinL'ENAC, École Nationale de l'Aviation Civile, est la plus importante des Grandes Écoles ou universités aéronautiques en Europe. Elle forme à un spectre large de métiers : des ingénieurs ou des professionnels de haut niveau capables de concevoir et faire évoluer les systèmes aéronautiques et plus largement ceux du transport aérien ainsi que des...
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Postdoctoral Researcher: Deep RL for UAV Fleet Guidance
il y a 3 jours
Toulouse, France ENAC - Ecole Nationale de l'Aviation Civile Temps pleinA leading educational institution in Toulouse seeks a highly motivated Postdoctoral Researcher to advance UAV guidance through deep reinforcement learning techniques. This role involves developing algorithms for UAV fleet operations, focusing on atmospheric phenomena and emergency situations. Applicants should have a Ph.D. in a relevant field and demonstrate...
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Toulouse, France Ecole Nationale De L'Aviation Civile Temps pleinL’ENAC, École Nationale de l’Aviation Civile, est la plus importante des Grandes Écoles ou universités aéronautiques en Europe. Elle forme à un spectre large de métiers : des ingénieurs ou des professionnels de haut niveau capables de concevoir et faire évoluer les systèmes aéronautiques et plus largement ceux du transport aérien ainsi que des...
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Postdoctoral Researcher
il y a 2 jours
Toulouse, France EURAXESS Ireland Temps pleinOrganisation/Company CNRS Department Laboratoire d'analyse et d'architecture des systèmes Research Field Engineering Physics Technology Researcher Profile First Stage Researcher (R1) Country France Application Deadline 27 Jan 2026 - 23:59 (UTC) Type of Contract Temporary Job Status Full-time Hours Per Week 35 Offer Starting Date 9 Feb 2026 Is the job funded...
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Av. Edouard Belin, Toulouse, France ENAC Temps pleinL'ENAC, École Nationale de l'Aviation Civile, est la plus importante des Grandes Écoles ou universités aéronautiques en Europe. Elle forme à un spectre large de métiers : des ingénieurs ou des professionnels de haut niveau capables de concevoir et faire évoluer les systèmes aéronautiques et plus largement ceux du transport aérien ainsi que des...
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Toulouse, Occitanie, France Choisir le Service Public Temps pleinInformations générales Organisme de rattachement Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement (INRAE) Référence Date de début de diffusion /12/2025 Date de parution /01/2026 Intitulé long de l'offre Postdoctoral research opportunity: Genetic and non-genetic determinants of cross-species transmission...
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Deep Learning on accumulated LiDAR PointCloud
il y a 1 semaine
Boulevard de la Marquette, Toulouse, France EasyMile Temps pleinInternship detailsDuration: 6 monthsStart date: ASAPLocation: ToulouseTeam: PerceptionInternship subject: Deep Learning on accumulated LiDAR PointCloudsCompensation: 1000€ gross, tickets restaurant, CSEInternship ContextEasyMile is advancing Level 4 autonomous technology, allowing our vehicles to operate fully driverless in defined environments by...
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Ingénieur Développement Python spécialisé Deep Learning
il y a 2 jours
Toulouse, France Forsk Temps pleinIngénieur Développement Python spécialisé Deep Learning - F/H Membre de notre équipe Développement Produit située à Toulouse, vous apportez votre expertise en développement de modèles de Deep Learning. Dans ce cadre, vos missions sont les suivantes : En phase exploratoire, concevoir, développer et tester de nouveaux modèles de Deep Learning...
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Call for Postdoctoral Fellowships
il y a 3 jours
Toulouse, Occitanie, France Centre for Integrative Biology of Toulouse Temps pleinThe CBI (Centre for Integrative Biology) is seeking motivated postdoctoral researchers to apply for various international and French postdoctoral fundings and join our laboratory to carry out their research project. These programs (Marie Skłodowska-Curie, EMBO, FRM, etc.) promote mobility and innovation across borders.Research environmentThe Centre for...
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Toulouse, Occitanie, France Toulouse INP Temps pleinSubject : Scalable Optimization Algorithms for Meta-learningContext and objectives:The Toulouse Institute of Computer Science Research (IRIT), one of the largest Joint Research Units (UMR 5505) at the national level, is a major pillar of research in the Occitanie region, with approximately 600 members and around one hundred external collaborators. Owing to...
