Beschreibung

In this role, you will engage in cutting-edge AI and robotics research, focusing on developing and implementing algorithms, enhancing model performance, and exploring innovative applications across diverse machine learning frameworks.

Anforderungen

• •Enrolled Bachelor's/Master's student in computer science, mathematics, physics, electrical engineering or related fields with good to very good grades
• •Good to very good knowledge of Python
• •Experience with machine learning, particularly with neural networks and their implementation (Pytorch, Tensorflow or similar)
• •Motivation and initiative
• •Residence in Berlin and surrounding area for on-site collaboration
• •Interest in robotics and explainable artificial intelligence (XAI)

Aufgaben

• •Drive innovative AI and robotics research
• •Develop and implement AI algorithms
• •Apply theoretical analysis and evaluation of AI algorithms
• •Implement deep learning and generative models
• •Improve model efficiency and training performance
• •Enhance inference behavior of models
• •Conduct robot learning using reinforcement learning and behavior cloning
• •Utilize Sim2Real techniques
• •Perform mathematical optimization and work with differential equations
• •Develop generative and flow models, and constraint solvers
• •Conduct fundamental research in local feature attribution and interpretability
• •Improve models using XAI principles
• •Evaluate AI models and physics-informed neural networks (PINNs)
• •Apply machine learning models across various architectures and data modalities

Tools & Technologien

Benefits