Atlas Reinforcement Learning Intern
Waltham Office (POST), United States
Boston Dynamics
Boston Dynamics is creating practical robotics to tackle your toughest automation challenges and change your idea of what robots can do.Are you passionate about using machine learning to drive robot behavior? As an Atlas Reinforcement Learning Intern, you will join a world-class team of engineers and scientists focused on creating robust perception-driven manipulation policies for Atlas. You’ll take on a research project advised by one of our senior research scientists that will allow you to deliver results onto hardware. Responsibilities will include participating in project ideation, implementing your ideas in our existing codebase, working with the Atlas team to deploy your policies on hardware, and measuring progress using manipulation benchmarks.
How you will make an impact:
Creatively apply machine learning to solve real-world bimanual manipulation problems
Write high-quality (documented, tested, maintainable) Python and C++ code
Lead design reviews and collaborate closely with members of the Atlas software team
Deploy and debug your code on Atlas, Spot and other BD robots
We are looking for:
Actively pursuing a PhD in Computer Science, Machine Learning, Robotics, or a related field
Prior experience training and deploying learned models to create complex behaviors in robots or simulated characters
Experience with common ML tools, architectures, and workflow
Strong analytical and debug skills
Nice to have:
Experience working with and contributing to large codebases
Experience working with robot hardware
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Tags: Architecture Computer Science Machine Learning PhD Python Reinforcement Learning Research Robotics
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