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Imitation Learning Researcher at sereact | Stuttgart

sereactStuttgart Schockenriedstr. 17
On-site Full-time

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Experience Level

Mid to Senior

Qualifications

Qualifications:Education and ExperienceMaster’s or Ph. D. in Computer Science, Machine Learning, Robotics, or a related discipline. SkillsDemonstrated expertise in Python and PyTorch. Deep understanding of machine learning principles, focusing on reinforcement learning, imitation learning, behavior cloning, and generative AI (e.g., Diffusion, Flow Matching, VAEs). Familiarity with teleoperation, ROS2 framework, and open-source platforms such as HuggingFace and Detectron2.Proficient in customizing algorithms for diverse use cases and multi-modality fusion. Exceptional analytical and problem-solving abilities.

About the job

Who We Are:

At sereact, we are pioneering the development of intelligent robotic systems that can perceive, reason, and operate in real-world environments, transitioning from laboratory innovations to practical applications in industrial settings such as warehouses and factories. Our mission is to bridge the automation gaps that conventional systems cannot address, fundamentally transforming the nature of physical work. We seek inquisitive and bold thinkers to join us in reshaping the future of robotics.

Overview:

As an Imitation Learning Researcher, you will be at the forefront of advancing cutting-edge imitation learning algorithms and methodologies. Your role will involve designing experiments, creating datasets, and developing models that empower systems to replicate human decision-making processes in real-world contexts. You will collaborate closely with interdisciplinary teams to translate your findings into tangible applications.

Your Responsibilities:

Design

  • Craft and implement sophisticated imitation learning algorithms.

  • Develop, test, and deploy models using Python, C++, TensorRT, and GGUF.

Optimize

  • Analyze and preprocess datasets to train models effectively.

  • Conduct experiments to assess model performance and enhance robustness.

  • Collaborate with fellow researchers and engineers to integrate solutions into comprehensive systems.

About sereact

sereact is at the cutting edge of robotics technology, developing systems that enhance automation in everyday industrial environments. Our innovative approach focuses on closing existing automation gaps, enabling a seamless integration of robotic intelligence into various sectors.

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