3 offres data analyst trouvées

Abstract This internship is part of the VeggieBot project, which aims to enable a domestic robotic arm to autonomously prepare meals from start to finish. The work focuses on the parametric representation of robotic actions (gestures) to allow adaptation to objects with varying shapes, dimensions, and physical properties. The internship will explore, implement, and compare state-of-the-art approaches for action representation, including learning from demonstration, reinforcement learning, and Vision-Language-Action (VLA) models. This work is conducted in collaboration with IMT Atlantique. Regular scientific exchanges with their research teams will be organized throughout the internship. Laboratory presentation CESI LINEACT (UR 7527), Laboratory for Digital Innovation for Businesses and Learning to Support the Competitiveness of Territories, anticipates and accompanies the technological mutations of sectors and services related to industry and construction. The historical...

Abstract This internship is part of the CESI LINEACT DYNALOG project, which aims to optimize fleets of autonomous robots[1] in warehouse environments through a dynamic architecture coupled with a digital twin. The objective is to study and compare different local optimisation strategies for multi-robot flows organised globally in a high-density storage environment. The work will combine algorithm design, simulation-based validation, and experimental deployment on real robotic platforms. Laboratory presentation CESI LINEACT (UR 7527), Laboratory for Digital Innovation for Businesses and Learning to Support the Competitiveness of Territories, anticipates and accompanies the technological mutations of sectors and services related to industry and construction. The historical proximity of CESI to companies is a determining factor in our research activities. It has led us to focus our efforts on applied research close to companies and in partnership with them. A human-centered approach...

Joining LINEACT at CESI for a research internship would be a fantastic opportunity to contribute to innovative projects while deepening my skills in a cutting-edge environment focused on digital transformation and Industry 4.0. Works This M2 internship is part of ongoing research on improving camera calibration techniques, focusing on optimizing datasets for intrinsic and extrinsic calibration in robotic manipulation contexts. Accurate camera calibration is essential for achieving precise perception and control in robotics, particularly in scenarios involving cameras mounted on robotic manipulators. Context Camera calibration is a critical step in computer vision applications, enabling accurate transformation between image and real-world coordinates. However, the performance of calibration algorithms can vary significantly depending on the datasets used. Previous studies carried on our laboratory highlight that dataset quality and diversity play a vital role in ensuring robust...