Machine Learning for Robotics

Tasks

• Apply learning based approaches to robotic manipulation and assembly
• Contribute to technical leadership through intellectual property publications and external engagement
• Define technical direction and research roadmaps
• Design implement and validate machine learning solutions on physical robotic platforms
• Lead development of machine learning techniques for robotic systems
• Mentor junior researchers and engineers
• Translate research innovations into scalable production capabilities

Perks/Benefits

• Relocation benefits

Skills/Tech-stack

C plus plus | Control | Deep learning | Force Sensitive Operations | Imitation Learning | Machine Learning | Mobile manipulation | Model-Based Control | Perception | Planning | PyTorch | Python | Reinforcement Learning | Robotics | Simulation to Real | Simulation-to-Real transfer | TensorFlow | Transformer