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Machine Learning Engineer - Robot Learning (Reinforcement Learning)
pathrobotics
About this role
Path Robotics is seeking a Machine Learning Engineer to join their Robot Learning team. This role focuses on building agentic AI systems for industrial applications, utilizing advanced techniques like behavioral cloning, reinforcement learning, and diffusion models. You will work on developing and deploying solutions for robotic manipulation and control, collaborating with cross-functional teams to enhance robot capabilities.
What we are looking for 6
- Develop and deploy behavioral cloning, reinforcement learning, and diffusion models for robotic tasks
- Leverage multi-modal data for robotic manipulation and control
- Design and implement vision-language-action (VLA) models
- Craft strategies for data collection, fleet learning, and continuous learning
- Develop and optimize learning-based methods for robot control and manipulation
- Collaborate with hardware and software teams to integrate algorithms into robotic platforms